From 17cd6060ffe5a508bbe5cfb0d24b91e5d320503a Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 15:40:38 +0100 Subject: [PATCH 01/55] removed template example --- examples/Hello/Hello.pde | 19 ------- src/template/library/HelloLibrary.java | 74 -------------------------- 2 files changed, 93 deletions(-) delete mode 100644 examples/Hello/Hello.pde delete mode 100644 src/template/library/HelloLibrary.java diff --git a/examples/Hello/Hello.pde b/examples/Hello/Hello.pde deleted file mode 100644 index c14456a..0000000 --- a/examples/Hello/Hello.pde +++ /dev/null @@ -1,19 +0,0 @@ -import template.library.*; - -HelloLibrary hello; - -void setup() { - size(400,400); - smooth(); - - hello = new HelloLibrary(this); - - PFont font = createFont("",40); - textFont(font); -} - -void draw() { - background(0); - fill(255); - text(hello.sayHello(), 40, 200); -} \ No newline at end of file diff --git a/src/template/library/HelloLibrary.java b/src/template/library/HelloLibrary.java deleted file mode 100644 index bf0d7fb..0000000 --- a/src/template/library/HelloLibrary.java +++ /dev/null @@ -1,74 +0,0 @@ -package template.library; - - -import processing.core.*; - -/** - * This is a template class and can be used to start a new processing Library. - * Make sure you rename this class as well as the name of the example package 'template' - * to your own Library naming convention. - * - * (the tag example followed by the name of an example included in folder 'examples' will - * automatically include the example in the javadoc.) - * - * @example Hello - */ - -public class HelloLibrary { - - // myParent is a reference to the parent sketch - PApplet myParent; - - int myVariable = 0; - - public final static String VERSION = "##library.prettyVersion##"; - - - /** - * a Constructor, usually called in the setup() method in your sketch to - * initialize and start the Library. - * - * @example Hello - * @param theParent the parent PApplet - */ - public HelloLibrary(PApplet theParent) { - myParent = theParent; - welcome(); - } - - - private void welcome() { - System.out.println("##library.name## ##library.prettyVersion## by ##author##"); - } - - - public String sayHello() { - return "hello library."; - } - /** - * return the version of the Library. - * - * @return String - */ - public static String version() { - return VERSION; - } - - /** - * - * @param theA the width of test - * @param theB the height of test - */ - public void setVariable(int theA, int theB) { - myVariable = theA + theB; - } - - /** - * - * @return int - */ - public int getVariable() { - return myVariable; - } -} - From 45e3b1c897e7b92c63b2426c7f094ebba16694fd Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 15:42:54 +0100 Subject: [PATCH 02/55] updated build properties --- resources/build.properties | 30 +++++++++++++++--------------- 1 file changed, 15 insertions(+), 15 deletions(-) diff --git a/resources/build.properties b/resources/build.properties index f7e6ef8..87e871b 100644 --- a/resources/build.properties +++ b/resources/build.properties @@ -59,13 +59,13 @@ ant.description=Processing Library Ant build file. # Give your Library a name. The name must not contain spaces or special # characters. -project.name=YourLibrary +project.name=Runway # The name as the user will see it. This can contain spaces and special # characters. -project.prettyName=Your Library +project.prettyName=RunwayML Processing Library # Use 'normal' or 'fast' as value for project.compile. @@ -75,19 +75,19 @@ project.prettyName=Your Library # All files compiled with project.compile=normal are stored in the distribution # folder. -project.compile=normal +project.compile=fast # Set your name and URL, used for the web page and properties file. -author.name=Your Name -author.url=http://yoururl.com +author.name=George Profenza +author.url=http://sensori.al # Set the web page for your Library. # This is NOT a direct link to where to download it. -library.url=http://yourlibraryname.com +library.url=https://github.com/runwayml/processing-library # Set the category (or categories) of your Library from the following list: @@ -99,7 +99,7 @@ library.url=http://yourlibraryname.com # If a value other than those listed is used, your Library will listed as # "Other". Many categories must be comma-separated. -library.categories=Other +library.categories=Utilities,Data # A short sentence (or fragment) to summarize the Library's function. This will @@ -108,7 +108,7 @@ library.categories=Other # like mentioning that it's a Library. This should start with a capitalized # letter, and end with a period. -library.sentence=A collection of utilities for solving this and that problem. +library.sentence=Utility library to easily connect to RunwayML from Processing # Additional information suitable for the Processing website. The value of @@ -116,15 +116,15 @@ library.sentence=A collection of utilities for solving this and that problem. # second sentence here. If your Library only works on certain operating systems, # mention it here. -library.paragraph= +library.paragraph=Utility library to easily connect to RunwayML from Processing # Set the source code repository for your project. # We recommend Bitbucket (https://bitbucket.org) or GitHub (https://github.com). source.host=GitHub -source.url=https://github.com/YourName/YourProject -source.repository=https://github.com/YourName/YourProject.git +source.url=https://github.com/runwayml/processing-library +source.repository=https://github.com/runwayml/processing-library.git # The current version of your Library. @@ -155,14 +155,14 @@ compatible.maxRevision=0 # against. This information is only used in the generated webpage. tested.platform=osx,windows -tested.processingVersion=3.2.3 +tested.processingVersion=3.5.3 # Additional information for the generated webpage. -library.copyright=(c) 2016 -library.dependencies=? -library.keywords=? +library.copyright=(c) 2019 +library.dependencies=oscP5 +library.keywords=runway,runway-ml,machine-learning # Include javadoc references into your project's javadocs. From 53504f91355279d9f3b9e052cc81e68cd5113ca6 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 16:42:13 +0100 Subject: [PATCH 03/55] added runway OSC and prepped structure of Runway HTTP --- lib/commons-codec-1.10.jar | Bin 0 -> 284184 bytes src/com/runwayml/ModelUtils.java | 112 ++++++++++++++++++++++++ src/com/runwayml/Runway.java | 86 ++++++++++++++++++ src/com/runwayml/RunwayHTTP.java | 5 ++ src/com/runwayml/RunwayOSC.java | 146 +++++++++++++++++++++++++++++++ 5 files changed, 349 insertions(+) create mode 100644 lib/commons-codec-1.10.jar create mode 100644 src/com/runwayml/ModelUtils.java create mode 100644 src/com/runwayml/Runway.java create mode 100644 src/com/runwayml/RunwayHTTP.java create mode 100644 src/com/runwayml/RunwayOSC.java diff --git a/lib/commons-codec-1.10.jar b/lib/commons-codec-1.10.jar new file mode 100644 index 0000000000000000000000000000000000000000..1d7417c4031324cc6577a306cde57ae220f55523 GIT binary patch literal 284184 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zF|;<3GjTSshZNVTe)%2LY+bBRs3~{}n({kdfP+f}Qx|Bbmo@qi=%cEGc*W)HB~x;s zwj82gy#m+oPatvzz~_}AFJ+j4Qo5rZIJxx1_roCi{7h7;Ar01VQNdwB(D_$%)F1JF zX!7{xbZ)fFJprb|$Nu$5CA#E45ijrIWMOg48WBWQuUoHn27!os2LvMMyo)&NPh=~b zn1WRm&AbEsdrS}8?UR3-uyDS$;9TBzPqR(T2ma<-|+DTf5k3=4Uw0;?*4Z~`qhw(d7#l}-_h zX>=!w5j-g#*{>apsr`3iUF@7qj1|GfTh0ccf1dz>SoGI>=znM>)9=~fZy-l+rT=+3 z0bgDL^)nIGo-ybZv@82y~;r~6y z_s9K5{~pKu>(SR>wD{@E@khV>S0(1(`;bl+1(rL167~9bqD~Tg{@5Fmeu&QWBmHos zfzYC$fBXBsq<w+plUe-AQOltBQY5)N)1{4v!5y94$>^o09=0L_lo literal 0 HcmV?d00001 diff --git a/src/com/runwayml/ModelUtils.java b/src/com/runwayml/ModelUtils.java new file mode 100644 index 0000000..4579172 --- /dev/null +++ b/src/com/runwayml/ModelUtils.java @@ -0,0 +1,112 @@ +package com.runwayml; + +import java.awt.image.BufferedImage; +import java.io.ByteArrayInputStream; +import java.io.ByteArrayOutputStream; +import java.io.IOException; + +import javax.imageio.ImageIO; + +import org.apache.commons.codec.binary.Base64; + +import processing.core.PGraphics; +import processing.core.PImage; +import processing.data.JSONArray; +import processing.data.JSONObject; + +public class ModelUtils { + + public static int POSE_NET_NOSE_INDEX = 0; + public static int POSE_NET_LEFT_EYE_INDEX = 1; + public static int POSE_NET_RIGHT_EYE_INDEX = 2; + public static int POSE_NET_LEFT_EAR_INDEX = 3; + public static int POSE_NET_RIGHT_EAR_INDEX = 4; + public static int POSE_NET_LEFT_SHOULDER_INDEX = 5; + public static int POSE_NET_RIGHT_SHOULDER_INDEX = 6; + public static int POSE_NET_LEFT_ELBOW_INDEX = 7; + public static int POSE_NET_RIGHT_ELBOW_INDEX = 8; + public static int POSE_NET_LEFT_WRIST_INDEX = 9; + public static int POSE_NET_RIGHT_WRIST_INDEX = 10; + public static int POSE_NET_LEFT_HIP_INDEX = 11; + public static int POSE_NET_RIGHT_HIP_INDEX = 12; + public static int POSE_NET_LEFT_KNEE_INDEX = 13; + public static int POSE_NET_RIGHT_KNEE_INDEX = 14; + public static int POSE_NET_LEFT_ANKLE_INDEX = 15; + public static int POSE_NET_RIGHT_ANKLE_INDEX = 16; + + /** + * Traverses Pose Net poses and keypoints and draws ellipses for each keypoint position + * @param data - the Runway PoseNet JSON object + * @param g - the PGraphics instance to draw into + * @param ellipseSize - dimensions in pixels of each keypoint position ellipse diameter + */ + public static void drawPoseNetParts(JSONObject data,PGraphics g,float ellipseSize){ + try{ + // Only if there are any humans detected + if (data != null) { + JSONArray humans = data.getJSONArray("poses"); + for(int h = 0; h < humans.size(); h++) { + JSONObject human = humans.getJSONObject(h); + JSONArray keypoints = human.getJSONArray("keypoints"); + // Now that we have one human, let's draw its body parts + for (int k = 0; k < keypoints.size(); k++) { + JSONObject body_part = keypoints.getJSONObject(k); + JSONObject positions = body_part.getJSONObject("position"); + // Body parts are relative to width and weight of the input + float x = positions.getFloat("x"); + float y = positions.getFloat("y"); + g.ellipse(x, y, ellipseSize, ellipseSize); + } + } + } + }catch(Exception e){ + e.printStackTrace(); + } + } + + public static String toRunwayImageQuery(PImage image){ + JSONObject result = new JSONObject(); + result.setString("image", toBase64(image)); + return result.format(-1); + } + + /** + * converts a PImage to a Base64 encoded String + * @param image - PImage to convert + * @return Base64 encoded string representation of the image + */ + public static String toBase64(PImage image){ + String result = null; + BufferedImage buffImage = (BufferedImage)image.getNative(); + ByteArrayOutputStream out = new ByteArrayOutputStream(); + try { + ImageIO.write(buffImage, "PNG", out); + byte[] bytes = out.toByteArray(); + result = Base64.encodeBase64String(bytes); + } catch (IOException e) { + e.printStackTrace(); + } + return result; + } + + public static PImage fromBase64(String runwayImageString){ + PImage result = null; + byte[] decodedBytes = Base64.decodeBase64(runwayImageString); + + ByteArrayInputStream in = new ByteArrayInputStream(decodedBytes); + BufferedImage bImageFromConvert; + try { + bImageFromConvert = ImageIO.read(in); + BufferedImage convertedImg = new BufferedImage(bImageFromConvert.getWidth(), bImageFromConvert.getHeight(), BufferedImage.TYPE_INT_ARGB); + convertedImg.getGraphics().drawImage(bImageFromConvert, 0, 0, null); + result = new PImage(convertedImg); + } catch (IOException e) { + e.printStackTrace(); + } + return result; + } + + + + +} diff --git a/src/com/runwayml/Runway.java b/src/com/runwayml/Runway.java new file mode 100644 index 0000000..245f8e4 --- /dev/null +++ b/src/com/runwayml/Runway.java @@ -0,0 +1,86 @@ +package com.runwayml; + +import java.awt.image.BufferedImage; +import java.io.ByteArrayInputStream; +import java.io.ByteArrayOutputStream; +import java.io.IOException; +import java.lang.reflect.*; + +import javax.imageio.ImageIO; + +import org.apache.commons.codec.binary.Base64; + +import processing.core.*; +import processing.data.JSONObject; + +/** + * Base Runway class to be subclassed based on the transport method (e.g. OSC,HTTP,Socket.IO) + * + */ + +public class Runway { + + // parent is a reference to the parent sketch + PApplet parent; + + public final static String VERSION = "##library.prettyVersion##"; + + public static String OSC = "OSC"; + public static String HTTP = "HTTP"; + public static String SOCKET_IO = "Socket.io"; + + public static String DEFAULT_HOST = "127.0.0.1"; + + protected String host = DEFAULT_HOST; + protected int port; + + protected Method onInfoEventMethod; + protected Method onDataEventMethod; + protected Method onErrorEventMethod; + + protected void setupPApplet(PApplet parent){ + this.parent = parent; + this.onInfoEventMethod = findCallback("runwayInfoEvent",JSONObject.class); + this.onDataEventMethod = findCallback("runwayDataEvent",JSONObject.class); + this.onErrorEventMethod= findCallback("runwayErrorEvent",String.class); + } + + /** + * send a query to Runway + * + * @param input - input image for Runway to query (assumes image is resized/cropped to dimensions set in model) + */ + public void query(PImage input){ + + } + + public void welcome() { + System.out.println("##library.name## ##library.prettyVersion## by ##author##"); + } + + /** + * return the version of the Library. + * + * @return String + */ + public static String version() { + return VERSION; + } + + public void drawPoseNetParts(JSONObject data,float ellipseSize){ + ModelUtils.drawPoseNetParts(data, parent.g, ellipseSize); + } + + // "kindly borrowed" from https://github.com/processing/processing/blob/master/java/libraries/serial/src/processing/serial/Serial.java + private Method findCallback(final String name,Class argumentType) { + try { + return parent.getClass().getMethod(name, argumentType); + } catch (Exception e) { + e.printStackTrace(); + } + return null; + } + + +} + diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java new file mode 100644 index 0000000..cc041d0 --- /dev/null +++ b/src/com/runwayml/RunwayHTTP.java @@ -0,0 +1,5 @@ +package com.runwayml; + +public class RunwayHTTP extends Runway { + +} diff --git a/src/com/runwayml/RunwayOSC.java b/src/com/runwayml/RunwayOSC.java new file mode 100644 index 0000000..df24fcb --- /dev/null +++ b/src/com/runwayml/RunwayOSC.java @@ -0,0 +1,146 @@ +package com.runwayml; + +import java.util.regex.Pattern; + +import netP5.*; +import oscP5.*; +import processing.core.PApplet; +import processing.core.PImage; +import processing.data.JSONObject; + +public class RunwayOSC extends Runway { + + public static final int PORT_OSC_TO_RUNWAY = 57100; + public static final int PORT_OSC_FROM_RUNWAY = 57200; + + public static final String CONNECT = "/server/connect"; + public static final String DISCONNECT = "/server/disconnect"; + + public static final String QUERY = "/query"; + public static final String DATA = "/data"; + public static final String ERROR = "/error"; + public static final String INFO = "/info"; + + //reference: https://stackoverflow.com/Questions/5667371/validate-ipv4-address-in-java + private static final Pattern IPV4_PATTERN = Pattern.compile( + "^(([01]?\\d\\d?|2[0-4]\\d|25[0-5])\\.){3}([01]?\\d\\d?|2[0-4]\\d|25[0-5])$"); + + private OscP5 oscP5; + NetAddress runwayNetAddress; + + /** + * a Constructor, usually called in the setup() method in your sketch to + * initialize and start the Library. + * + * @param parent - the parent PApplet (usually
this
) + */ + public RunwayOSC(PApplet parent) { + this.setupPApplet(parent); + this.setup(); + } + + /** + * Constructor variant that takes in an IPv4 Address + * for situations where Runway runs on a different computer on the same network + * + * @param parent - the parent PApplet (usually
this
) + * @param host - the IPv4 Address where Runway is running + */ + public RunwayOSC(PApplet parent,String host) { + if(IPV4_PATTERN.matcher(host).matches()){ + this.host = host; + }else{ + System.out.println("invalid IPv4 address: " + host + " -> defaulting to " + host); + } + this.setupPApplet(parent); + this.setup(); + } + + protected void setup(){ + OscProperties properties = new OscProperties(); + properties.setRemoteAddress(host, PORT_OSC_FROM_RUNWAY); + properties.setListeningPort(PORT_OSC_FROM_RUNWAY); + properties.setDatagramSize(99999999); + properties.setSRSP(OscProperties.ON); + this.oscP5 = new OscP5(this, properties); + + runwayNetAddress = new NetAddress(host, PORT_OSC_TO_RUNWAY); + + connect(); + } + + /** + * send a /server/connect message to Runway + */ + public void connect(){ + oscP5.send(new OscMessage(CONNECT), runwayNetAddress); + } + + /** + * send a /server/disconnect message to Runway + */ + public void disconnect(){ + oscP5.send(new OscMessage(DISCONNECT), runwayNetAddress); + } + + /** + * send a /query with a PImage sencoded as Base64 string within a JSON string (
{"image": }
) + * @param image - the PImage to query the Runway model with (Must be of the dimensions the model expects) + */ + public void queryImage(PImage image){ + oscP5.send(new OscMessage(QUERY) + .add(ModelUtils.toRunwayImageQuery(image)), + runwayNetAddress); + } + + public void oscEvent(OscMessage message) { + // check info address and type tag + if(message.checkAddrPattern(INFO) && message.checkTypetag("s")){ + // if the callback isn't null + if (onInfoEventMethod != null) { + // try to call it + try { + // JSON parse first string argument and pass as callback argument + onInfoEventMethod.invoke(parent, JSONObject.parse( message.get(0).stringValue() )); + }catch (Exception e) { + System.err.println("Error, disabling runwayInfoEvent()"); + System.err.println(e.getLocalizedMessage()); + onInfoEventMethod = null; + } + } + } + + // check error address and type tag + if(message.checkAddrPattern(ERROR) && message.checkTypetag("s")){ + // if the callback isn't null + if (onErrorEventMethod != null) { + // try to call it + try { + // pass OSC first argument as callback argument + onErrorEventMethod.invoke(parent, message.get(0).stringValue()); + }catch (Exception e) { + System.err.println("Error, disabling runwayErrorEvent()"); + System.err.println(e.getLocalizedMessage()); + onErrorEventMethod = null; + } + } + } + // check data address and type tag + if(message.checkAddrPattern(DATA) && message.checkTypetag("s")){ + // if the callback isn't null + if (onDataEventMethod != null) { + // try to call it + try { + // JSON parse first string argument and pass as callback argument + onDataEventMethod.invoke(parent, JSONObject.parse( message.get(0).stringValue() )); + }catch (Exception e) { + System.err.println("Error, disabling runwayDataEvent()"); + System.err.println(e.getLocalizedMessage()); + onDataEventMethod = null; + } + } + } + + } + +} From c8e7a4ca429303a2d62a6442c4044c5ec63769f4 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 16:42:53 +0100 Subject: [PATCH 04/55] added OSC PoseNet examples --- examples/OSC/PoseNetBasics/PoseNetBasics.pde | 56 +++++++++ examples/OSC/PoseNetFull/PoseNetFull.pde | 125 +++++++++++++++++++ 2 files changed, 181 insertions(+) create mode 100644 examples/OSC/PoseNetBasics/PoseNetBasics.pde create mode 100644 examples/OSC/PoseNetFull/PoseNetFull.pde diff --git a/examples/OSC/PoseNetBasics/PoseNetBasics.pde b/examples/OSC/PoseNetBasics/PoseNetBasics.pde new file mode 100644 index 0000000..5e5e38a --- /dev/null +++ b/examples/OSC/PoseNetBasics/PoseNetBasics.pde @@ -0,0 +1,56 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// original example by Anastasis Germanidis, adapted by George Profenza + +// import OSC libraries +import oscP5.*; +import netP5.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +// This array will hold all the humans detected +JSONObject data; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + // setup Runway + runway = new RunwayOSC(this); +} + +void draw(){ + background(0); + // use the utiliy class to draw PoseNet parts + runway.drawPoseNetParts(data,10); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/OSC/PoseNetFull/PoseNetFull.pde b/examples/OSC/PoseNetFull/PoseNetFull.pde new file mode 100644 index 0000000..dfe3e14 --- /dev/null +++ b/examples/OSC/PoseNetFull/PoseNetFull.pde @@ -0,0 +1,125 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// original example by Anastasis Germanidis, adapted by George Profenza + +// import OSC libraries +import oscP5.*; +import netP5.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +// This array will hold all the humans detected +JSONObject data; + +// This are the pair of body connections we want to form. +// Try creating new ones! +int[][] connections = { + {ModelUtils.POSE_NET_NOSE_INDEX, ModelUtils.POSE_NET_LEFT_EYE_INDEX}, + {ModelUtils.POSE_NET_LEFT_EYE_INDEX, ModelUtils.POSE_NET_LEFT_EAR_INDEX}, + {ModelUtils.POSE_NET_NOSE_INDEX,ModelUtils.POSE_NET_RIGHT_EYE_INDEX}, + {ModelUtils.POSE_NET_RIGHT_EYE_INDEX,ModelUtils.POSE_NET_RIGHT_EAR_INDEX}, + {ModelUtils.POSE_NET_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX}, + {ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX,ModelUtils.POSE_NET_RIGHT_WRIST_INDEX}, + {ModelUtils.POSE_NET_LEFT_SHOULDER_INDEX,ModelUtils.POSE_NET_LEFT_ELBOW_INDEX}, + {ModelUtils.POSE_NET_LEFT_ELBOW_INDEX,ModelUtils.POSE_NET_LEFT_WRIST_INDEX}, + {ModelUtils.POSE_NET_RIGHT_HIP_INDEX,ModelUtils.POSE_NET_RIGHT_KNEE_INDEX}, + {ModelUtils.POSE_NET_RIGHT_KNEE_INDEX,ModelUtils.POSE_NET_RIGHT_ANKLE_INDEX}, + {ModelUtils.POSE_NET_LEFT_HIP_INDEX,ModelUtils.POSE_NET_LEFT_KNEE_INDEX}, + {ModelUtils.POSE_NET_LEFT_KNEE_INDEX,ModelUtils.POSE_NET_LEFT_ANKLE_INDEX} +}; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + // change default black stroke + stroke(9,130,250); + strokeWeight(3); + // setup Runway + runway = new RunwayOSC(this); +} + +void draw(){ + background(0); + // manually draw PoseNet parts + drawPoseNetParts(data); +} + +void drawPoseNetParts(JSONObject data){ + // Only if there are any humans detected + if (data != null) { + JSONArray humans = data.getJSONArray("poses"); + for(int h = 0; h < humans.size(); h++) { + JSONObject human = humans.getJSONObject(h); + JSONArray keypoints = human.getJSONArray("keypoints"); + // Now that we have one human, let's draw its body parts + for(int i = 0 ; i < connections.length; i++){ + + JSONObject startPart = keypoints.getJSONObject(connections[i][0]); + JSONObject endPart = keypoints.getJSONObject(connections[i][1]); + + JSONObject startPosition = startPart.getJSONObject("position"); + JSONObject endPosition = endPart.getJSONObject("position"); + + line(startPosition.getFloat("x"),startPosition.getFloat("y"), + endPosition.getFloat("x"),endPosition.getFloat("y")); + } + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; + +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} + +// Note: if the RunwayModel was stopped and resumed while Processing is running +// it's best to reconnect to it via OSC +void keyPressed(){ + switch(key) { + case('c'): + /* connect to Runway */ + runway.connect(); + break; + case('d'): + /* disconnect from Runway */ + runway.disconnect(); + break; + } +} From 16bd5d6a804ae35bdbb0c71baddcce47493376ca Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 16:54:48 +0100 Subject: [PATCH 05/55] eclipse class path --- .classpath | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.classpath b/.classpath index 39bfa21..a77e952 100644 --- a/.classpath +++ b/.classpath @@ -2,5 +2,8 @@ + + + From 95ae56fb2c92c26e793a287cf79583ab6c97d93d Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 18:35:27 +0100 Subject: [PATCH 06/55] moved IPV4 validation pattern to main class and setup dispatch info/data/error methods for the subclasses to inherit --- src/com/runwayml/Runway.java | 58 ++++++++++++++++++++++++++++++++++++ 1 file changed, 58 insertions(+) diff --git a/src/com/runwayml/Runway.java b/src/com/runwayml/Runway.java index 245f8e4..bbaa052 100644 --- a/src/com/runwayml/Runway.java +++ b/src/com/runwayml/Runway.java @@ -5,6 +5,7 @@ import java.io.ByteArrayOutputStream; import java.io.IOException; import java.lang.reflect.*; +import java.util.regex.Pattern; import javax.imageio.ImageIO; @@ -38,6 +39,10 @@ public class Runway { protected Method onDataEventMethod; protected Method onErrorEventMethod; + //reference: https://stackoverflow.com/Questions/5667371/validate-ipv4-address-in-java + protected static final Pattern IPV4_PATTERN = Pattern.compile( + "^(([01]?\\d\\d?|2[0-4]\\d|25[0-5])\\.){3}([01]?\\d\\d?|2[0-4]\\d|25[0-5])$"); + protected void setupPApplet(PApplet parent){ this.parent = parent; this.onInfoEventMethod = findCallback("runwayInfoEvent",JSONObject.class); @@ -54,6 +59,59 @@ public void query(PImage input){ } + /** + * if
runwayInfoEvent
is present it calls it passing the info
JSONObject
+ * @param info + */ + protected void dispatchInfo(JSONObject info){ + // if the callback isn't null + if (onInfoEventMethod != null) { + // try to call it + try { + // JSON parse first string argument and pass as callback argument + onInfoEventMethod.invoke(parent, info); + }catch (Exception e) { + System.err.println("Error, disabling runwayInfoEvent()"); + System.err.println(e.getLocalizedMessage()); + onInfoEventMethod = null; + } + } + } + + /** + * if
runwayErrorEvent
is present it calls it passing the error String + * @param info + */ + protected void dispatchError(String message){ + // if the callback isn't null + if (onErrorEventMethod != null) { + // try to call it + try { + // pass OSC first argument as callback argument + onErrorEventMethod.invoke(parent, message); + }catch (Exception e) { + System.err.println("Error, disabling runwayErrorEvent()"); + System.err.println(e.getLocalizedMessage()); + onErrorEventMethod = null; + } + } + } + + protected void dispatchData(JSONObject data){ + // if the callback isn't null + if (onDataEventMethod != null) { + // try to call it + try { + // JSON parse first string argument and pass as callback argument + onDataEventMethod.invoke(parent, data); + }catch (Exception e) { + System.err.println("Error, disabling runwayDataEvent()"); + System.err.println(e.getLocalizedMessage()); + onDataEventMethod = null; + } + } + } + public void welcome() { System.out.println("##library.name## ##library.prettyVersion## by ##author##"); } From ec8cea0c18db98d563fdcb54c56c3e1a44091642 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 18:42:01 +0100 Subject: [PATCH 07/55] RunwayOSC now uses dispatch methods --- src/com/runwayml/RunwayOSC.java | 53 ++++++++++----------------------- 1 file changed, 16 insertions(+), 37 deletions(-) diff --git a/src/com/runwayml/RunwayOSC.java b/src/com/runwayml/RunwayOSC.java index df24fcb..96aeaba 100644 --- a/src/com/runwayml/RunwayOSC.java +++ b/src/com/runwayml/RunwayOSC.java @@ -21,10 +21,6 @@ public class RunwayOSC extends Runway { public static final String ERROR = "/error"; public static final String INFO = "/info"; - //reference: https://stackoverflow.com/Questions/5667371/validate-ipv4-address-in-java - private static final Pattern IPV4_PATTERN = Pattern.compile( - "^(([01]?\\d\\d?|2[0-4]\\d|25[0-5])\\.){3}([01]?\\d\\d?|2[0-4]\\d|25[0-5])$"); - private OscP5 oscP5; NetAddress runwayNetAddress; @@ -96,48 +92,31 @@ public void queryImage(PImage image){ public void oscEvent(OscMessage message) { // check info address and type tag if(message.checkAddrPattern(INFO) && message.checkTypetag("s")){ - // if the callback isn't null - if (onInfoEventMethod != null) { - // try to call it - try { - // JSON parse first string argument and pass as callback argument - onInfoEventMethod.invoke(parent, JSONObject.parse( message.get(0).stringValue() )); - }catch (Exception e) { - System.err.println("Error, disabling runwayInfoEvent()"); - System.err.println(e.getLocalizedMessage()); - onInfoEventMethod = null; - } + try { + dispatchInfo(JSONObject.parse( message.get(0).stringValue() )); + } catch (Exception e) { + System.err.println("error parsing JSON from /info OSC message"); + e.printStackTrace(); } + } // check error address and type tag if(message.checkAddrPattern(ERROR) && message.checkTypetag("s")){ - // if the callback isn't null - if (onErrorEventMethod != null) { - // try to call it - try { - // pass OSC first argument as callback argument - onErrorEventMethod.invoke(parent, message.get(0).stringValue()); - }catch (Exception e) { - System.err.println("Error, disabling runwayErrorEvent()"); - System.err.println(e.getLocalizedMessage()); - onErrorEventMethod = null; - } + try{ + dispatchError(message.get(0).stringValue()); + } catch (Exception e) { + System.err.println("error accessing string from /error OSC message"); + e.printStackTrace(); } } // check data address and type tag if(message.checkAddrPattern(DATA) && message.checkTypetag("s")){ - // if the callback isn't null - if (onDataEventMethod != null) { - // try to call it - try { - // JSON parse first string argument and pass as callback argument - onDataEventMethod.invoke(parent, JSONObject.parse( message.get(0).stringValue() )); - }catch (Exception e) { - System.err.println("Error, disabling runwayDataEvent()"); - System.err.println(e.getLocalizedMessage()); - onDataEventMethod = null; - } + try { + dispatchData(JSONObject.parse( message.get(0).stringValue() )); + }catch (Exception e) { + System.err.println("error parsing JSON from /data OSC message"); + e.printStackTrace(); } } From 1415f0b49784828bb407b215274d4fd44c3f868e Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 18:42:35 +0100 Subject: [PATCH 08/55] WIP data loading only RunwayHTTP class --- src/com/runwayml/RunwayHTTP.java | 89 +++++++++++++++++++++++++++++++- 1 file changed, 88 insertions(+), 1 deletion(-) diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index cc041d0..998bde7 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -1,5 +1,92 @@ package com.runwayml; -public class RunwayHTTP extends Runway { +import netP5.NetAddress; +import oscP5.OscP5; +import oscP5.OscProperties; +import processing.core.PApplet; +import processing.data.JSONObject; +public class RunwayHTTP extends Runway { + + public static final int PORT = 8000; + + public static final String QUERY = "/query"; + public static final String DATA = "/data"; + public static final String ERROR = "/error"; + public static final String INFO = "/info"; + + private String serverAddress; + + /** + * a Constructor, usually called in the setup() method in your sketch to + * initialize and start the Library. + * + * @param parent - the parent PApplet (usually
this
) + */ + public RunwayHTTP(PApplet parent) { + this.setupPApplet(parent); + this.setup(); + } + + /** + * Constructor variant that takes in an IPv4 Address + * for situations where Runway runs on a different computer on the same network + * + * @param parent - the parent PApplet (usually
this
) + * @param host - the IPv4 Address where Runway is running + */ + public RunwayHTTP(PApplet parent,String host) { + if(IPV4_PATTERN.matcher(host).matches()){ + this.host = host; + }else{ + System.out.println("invalid IPv4 address: " + host + " -> defaulting to " + host); + } + this.setupPApplet(parent); + this.setup(); + } + + protected void setup(){ + // concatenate server address (-route) + serverAddress = "http://" + host + ":" + PORT; + // load info + try { + JSONObject info = parent.loadJSONObject(serverAddress + INFO); + dispatchInfo(info); + } catch (Exception e) { + System.err.println("error parsing JSON from /info HTTP route"); + e.printStackTrace(); + } + // register pre which is called once every frame before draw() kicks in + parent.registerMethod("pre", this); + } + + // TODO disable events on first error + public void pre(){ + // load error + try { + JSONObject error = parent.loadJSONObject(serverAddress + ERROR); + // if there is error data + //TODO find a more elegant way of checking for errors + if(!error.get("error").toString().equals("null")){ +// // send data + //dispatchError(error.getString("error")); +// // TODO: detemine if error object is String / JSONObject / etc. + dispatchError("error"); + // no need to load data if there is an error + return; + } + } catch (Exception e) { + System.err.println("error accessing string from /error HTTP route"); + e.printStackTrace(); + } + + // load data + try { + JSONObject data = parent.loadJSONObject(serverAddress + DATA); + dispatchData(data); + }catch (Exception e) { + System.err.println("error parsing JSON from /data HTTP route"); + e.printStackTrace(); + } + } } From 59d189b4d135ba6cb64b440ee4c468039297457f Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 18:43:01 +0100 Subject: [PATCH 09/55] RunwayHTTP load examples --- examples/HTTP/PoseNetBasics/PoseNetBasics.pde | 53 +++++++++ examples/HTTP/PoseNetFull/PoseNetFull.pde | 110 ++++++++++++++++++ 2 files changed, 163 insertions(+) create mode 100644 examples/HTTP/PoseNetBasics/PoseNetBasics.pde create mode 100644 examples/HTTP/PoseNetFull/PoseNetFull.pde diff --git a/examples/HTTP/PoseNetBasics/PoseNetBasics.pde b/examples/HTTP/PoseNetBasics/PoseNetBasics.pde new file mode 100644 index 0000000..75e7cd7 --- /dev/null +++ b/examples/HTTP/PoseNetBasics/PoseNetBasics.pde @@ -0,0 +1,53 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// original example by Anastasis Germanidis, adapted by George Profenza + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// This array will hold all the humans detected +JSONObject data; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + // setup Runway + runway = new RunwayHTTP(this); +} + +void draw(){ + background(0); + // use the utiliy class to draw PoseNet parts + runway.drawPoseNetParts(data,10); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/HTTP/PoseNetFull/PoseNetFull.pde b/examples/HTTP/PoseNetFull/PoseNetFull.pde new file mode 100644 index 0000000..e222cc6 --- /dev/null +++ b/examples/HTTP/PoseNetFull/PoseNetFull.pde @@ -0,0 +1,110 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// original example by Anastasis Germanidis, adapted by George Profenza + +// import OSC libraries +import oscP5.*; +import netP5.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// This array will hold all the humans detected +JSONObject data; + +// This are the pair of body connections we want to form. +// Try creating new ones! +int[][] connections = { + {ModelUtils.POSE_NET_NOSE_INDEX, ModelUtils.POSE_NET_LEFT_EYE_INDEX}, + {ModelUtils.POSE_NET_LEFT_EYE_INDEX, ModelUtils.POSE_NET_LEFT_EAR_INDEX}, + {ModelUtils.POSE_NET_NOSE_INDEX,ModelUtils.POSE_NET_RIGHT_EYE_INDEX}, + {ModelUtils.POSE_NET_RIGHT_EYE_INDEX,ModelUtils.POSE_NET_RIGHT_EAR_INDEX}, + {ModelUtils.POSE_NET_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX}, + {ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX,ModelUtils.POSE_NET_RIGHT_WRIST_INDEX}, + {ModelUtils.POSE_NET_LEFT_SHOULDER_INDEX,ModelUtils.POSE_NET_LEFT_ELBOW_INDEX}, + {ModelUtils.POSE_NET_LEFT_ELBOW_INDEX,ModelUtils.POSE_NET_LEFT_WRIST_INDEX}, + {ModelUtils.POSE_NET_RIGHT_HIP_INDEX,ModelUtils.POSE_NET_RIGHT_KNEE_INDEX}, + {ModelUtils.POSE_NET_RIGHT_KNEE_INDEX,ModelUtils.POSE_NET_RIGHT_ANKLE_INDEX}, + {ModelUtils.POSE_NET_LEFT_HIP_INDEX,ModelUtils.POSE_NET_LEFT_KNEE_INDEX}, + {ModelUtils.POSE_NET_LEFT_KNEE_INDEX,ModelUtils.POSE_NET_LEFT_ANKLE_INDEX} +}; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + // change default black stroke + stroke(9,130,250); + strokeWeight(3); + // setup Runway + runway = new RunwayHTTP(this); +} + +void draw(){ + background(0); + // manually draw PoseNet parts + drawPoseNetParts(data); +} + +void drawPoseNetParts(JSONObject data){ + // Only if there are any humans detected + if (data != null) { + JSONArray humans = data.getJSONArray("poses"); + for(int h = 0; h < humans.size(); h++) { + JSONObject human = humans.getJSONObject(h); + JSONArray keypoints = human.getJSONArray("keypoints"); + // Now that we have one human, let's draw its body parts + for(int i = 0 ; i < connections.length; i++){ + + JSONObject startPart = keypoints.getJSONObject(connections[i][0]); + JSONObject endPart = keypoints.getJSONObject(connections[i][1]); + + JSONObject startPosition = startPart.getJSONObject("position"); + JSONObject endPosition = endPart.getJSONObject("position"); + + line(startPosition.getFloat("x"),startPosition.getFloat("y"), + endPosition.getFloat("x"),endPosition.getFloat("y")); + } + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; + +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From e2e3994a55639f5bff5b55dfb9d8fed1b571ce10 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 19:00:43 +0100 Subject: [PATCH 10/55] added option to control auto update --- src/com/runwayml/RunwayHTTP.java | 29 +++++++++++++++++++++++++++-- 1 file changed, 27 insertions(+), 2 deletions(-) diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index 998bde7..3cfac37 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -17,6 +17,8 @@ public class RunwayHTTP extends Runway { private String serverAddress; + private boolean autoUpdate = true; + /** * a Constructor, usually called in the setup() method in your sketch to * initialize and start the Library. @@ -62,15 +64,19 @@ protected void setup(){ // TODO disable events on first error public void pre(){ + update(); + } + + public void update(){ // load error try { JSONObject error = parent.loadJSONObject(serverAddress + ERROR); // if there is error data //TODO find a more elegant way of checking for errors if(!error.get("error").toString().equals("null")){ -// // send data +// // send data //dispatchError(error.getString("error")); -// // TODO: detemine if error object is String / JSONObject / etc. +// // TODO: detemine if error object is String / JSONObject / etc. dispatchError("error"); // no need to load data if there is an error return; @@ -89,4 +95,23 @@ public void pre(){ e.printStackTrace(); } } + + /** + * @return the autoUpdate + */ + public boolean isAutoUpdating() { + return autoUpdate; + } + + /** + * @param autoUpdate the value to set + */ + public void setAutoUpdate(boolean autoUpdate) { + this.autoUpdate = autoUpdate; + if(autoUpdate){ + parent.registerMethod("pre", this); + }else{ + parent.unregisterMethod("pre", this); + } + } } From 5aa2c1e854b98fbb27d2b2b5042e2cc026c739bf Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 4 Aug 2019 19:09:20 +0100 Subject: [PATCH 11/55] removed unnecessary import --- examples/HTTP/PoseNetFull/PoseNetFull.pde | 3 --- 1 file changed, 3 deletions(-) diff --git a/examples/HTTP/PoseNetFull/PoseNetFull.pde b/examples/HTTP/PoseNetFull/PoseNetFull.pde index e222cc6..106ef45 100644 --- a/examples/HTTP/PoseNetFull/PoseNetFull.pde +++ b/examples/HTTP/PoseNetFull/PoseNetFull.pde @@ -25,9 +25,6 @@ // Running PoseNet model // original example by Anastasis Germanidis, adapted by George Profenza -// import OSC libraries -import oscP5.*; -import netP5.*; // import Runway library import com.runwayml.*; // reference to runway instance From 7fc1f040cedcb8a5e9d3ddf7329d7140e5d37ff7 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Wed, 14 Aug 2019 23:14:36 +0100 Subject: [PATCH 12/55] added POC POST with webcam example --- examples/HTTP/PoseNetBasics/PoseNetBasics.pde | 2 +- examples/HTTP/PoseNetFull/PoseNetFull.pde | 24 ++-- examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde | 134 ++++++++++++++++++ lib/okhttp.jar | Bin 0 -> 344481 bytes lib/okio.jar | Bin 0 -> 77361 bytes src/com/runwayml/ModelUtils.java | 40 +++--- src/com/runwayml/Runway.java | 2 +- src/com/runwayml/RunwayHTTP.java | 49 ++++++- 8 files changed, 214 insertions(+), 37 deletions(-) create mode 100644 examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde create mode 100644 lib/okhttp.jar create mode 100644 lib/okio.jar diff --git a/examples/HTTP/PoseNetBasics/PoseNetBasics.pde b/examples/HTTP/PoseNetBasics/PoseNetBasics.pde index 75e7cd7..855aa82 100644 --- a/examples/HTTP/PoseNetBasics/PoseNetBasics.pde +++ b/examples/HTTP/PoseNetBasics/PoseNetBasics.pde @@ -43,7 +43,7 @@ void setup(){ void draw(){ background(0); // use the utiliy class to draw PoseNet parts - runway.drawPoseNetParts(data,10); + runway.drawPoseParts(data,10); } // this is called when new Runway data is available diff --git a/examples/HTTP/PoseNetFull/PoseNetFull.pde b/examples/HTTP/PoseNetFull/PoseNetFull.pde index 106ef45..4c58d8a 100644 --- a/examples/HTTP/PoseNetFull/PoseNetFull.pde +++ b/examples/HTTP/PoseNetFull/PoseNetFull.pde @@ -36,18 +36,18 @@ JSONObject data; // This are the pair of body connections we want to form. // Try creating new ones! int[][] connections = { - {ModelUtils.POSE_NET_NOSE_INDEX, ModelUtils.POSE_NET_LEFT_EYE_INDEX}, - {ModelUtils.POSE_NET_LEFT_EYE_INDEX, ModelUtils.POSE_NET_LEFT_EAR_INDEX}, - {ModelUtils.POSE_NET_NOSE_INDEX,ModelUtils.POSE_NET_RIGHT_EYE_INDEX}, - {ModelUtils.POSE_NET_RIGHT_EYE_INDEX,ModelUtils.POSE_NET_RIGHT_EAR_INDEX}, - {ModelUtils.POSE_NET_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX}, - {ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX,ModelUtils.POSE_NET_RIGHT_WRIST_INDEX}, - {ModelUtils.POSE_NET_LEFT_SHOULDER_INDEX,ModelUtils.POSE_NET_LEFT_ELBOW_INDEX}, - {ModelUtils.POSE_NET_LEFT_ELBOW_INDEX,ModelUtils.POSE_NET_LEFT_WRIST_INDEX}, - {ModelUtils.POSE_NET_RIGHT_HIP_INDEX,ModelUtils.POSE_NET_RIGHT_KNEE_INDEX}, - {ModelUtils.POSE_NET_RIGHT_KNEE_INDEX,ModelUtils.POSE_NET_RIGHT_ANKLE_INDEX}, - {ModelUtils.POSE_NET_LEFT_HIP_INDEX,ModelUtils.POSE_NET_LEFT_KNEE_INDEX}, - {ModelUtils.POSE_NET_LEFT_KNEE_INDEX,ModelUtils.POSE_NET_LEFT_ANKLE_INDEX} + {ModelUtils.POSE_NOSE_INDEX, ModelUtils.POSE_LEFT_EYE_INDEX}, + {ModelUtils.POSE_LEFT_EYE_INDEX, ModelUtils.POSE_LEFT_EAR_INDEX}, + {ModelUtils.POSE_NOSE_INDEX,ModelUtils.POSE_RIGHT_EYE_INDEX}, + {ModelUtils.POSE_RIGHT_EYE_INDEX,ModelUtils.POSE_RIGHT_EAR_INDEX}, + {ModelUtils.POSE_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_RIGHT_ELBOW_INDEX}, + {ModelUtils.POSE_RIGHT_ELBOW_INDEX,ModelUtils.POSE_RIGHT_WRIST_INDEX}, + {ModelUtils.POSE_LEFT_SHOULDER_INDEX,ModelUtils.POSE_LEFT_ELBOW_INDEX}, + {ModelUtils.POSE_LEFT_ELBOW_INDEX,ModelUtils.POSE_LEFT_WRIST_INDEX}, + {ModelUtils.POSE_RIGHT_HIP_INDEX,ModelUtils.POSE_RIGHT_KNEE_INDEX}, + {ModelUtils.POSE_RIGHT_KNEE_INDEX,ModelUtils.POSE_RIGHT_ANKLE_INDEX}, + {ModelUtils.POSE_LEFT_HIP_INDEX,ModelUtils.POSE_LEFT_KNEE_INDEX}, + {ModelUtils.POSE_LEFT_KNEE_INDEX,ModelUtils.POSE_LEFT_ANKLE_INDEX} }; void setup(){ diff --git a/examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde b/examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde new file mode 100644 index 0000000..156f12e --- /dev/null +++ b/examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde @@ -0,0 +1,134 @@ +// Copyright (C) 2019 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive HTTP messages from Runway +// Running PoseNet model +// original example by Anastasis Germanidis, adapted by George Profenza + +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// This array will hold all the humans detected +JSONObject data; + +// This are the pair of body connections we want to form. +// Try creating new ones! +int[][] connections = { + {ModelUtils.POSE_NOSE_INDEX, ModelUtils.POSE_LEFT_EYE_INDEX}, + {ModelUtils.POSE_LEFT_EYE_INDEX, ModelUtils.POSE_LEFT_EAR_INDEX}, + {ModelUtils.POSE_NOSE_INDEX,ModelUtils.POSE_RIGHT_EYE_INDEX}, + {ModelUtils.POSE_RIGHT_EYE_INDEX,ModelUtils.POSE_RIGHT_EAR_INDEX}, + {ModelUtils.POSE_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_RIGHT_ELBOW_INDEX}, + {ModelUtils.POSE_RIGHT_ELBOW_INDEX,ModelUtils.POSE_RIGHT_WRIST_INDEX}, + {ModelUtils.POSE_LEFT_SHOULDER_INDEX,ModelUtils.POSE_LEFT_ELBOW_INDEX}, + {ModelUtils.POSE_LEFT_ELBOW_INDEX,ModelUtils.POSE_LEFT_WRIST_INDEX}, + {ModelUtils.POSE_RIGHT_HIP_INDEX,ModelUtils.POSE_RIGHT_KNEE_INDEX}, + {ModelUtils.POSE_RIGHT_KNEE_INDEX,ModelUtils.POSE_RIGHT_ANKLE_INDEX}, + {ModelUtils.POSE_LEFT_HIP_INDEX,ModelUtils.POSE_LEFT_KNEE_INDEX}, + {ModelUtils.POSE_LEFT_KNEE_INDEX,ModelUtils.POSE_LEFT_ANKLE_INDEX} +}; + +//reference to the camera +Capture camera; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + // change default black stroke + stroke(9,130,250); + strokeWeight(3); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); +} + +void draw(){ + background(0); + // draw webcam image + image(camera,0,0); + // manually draw PoseNet parts + drawPoseParts(data); + // usage text + text("press 'SPACE' to query image",5,15); +} + +void drawPoseParts(JSONObject data){ + // Only if there are any humans detected + if (data != null) { + JSONArray humans = data.getJSONArray("poses"); + for(int h = 0; h < humans.size(); h++) { + JSONObject human = humans.getJSONObject(h); + JSONArray keypoints = human.getJSONArray("keypoints"); + // Now that we have one human, let's draw its body parts + for(int i = 0 ; i < connections.length; i++){ + + JSONObject startPart = keypoints.getJSONObject(connections[i][0]); + JSONObject endPart = keypoints.getJSONObject(connections[i][1]); + + JSONObject startPosition = startPart.getJSONObject("position"); + JSONObject endPosition = endPart.getJSONObject("position"); + + line(startPosition.getFloat("x"),startPosition.getFloat("y"), + endPosition.getFloat("x"),endPosition.getFloat("y")); + } + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; + +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} + +void captureEvent(Capture camera){ + camera.read(); +} + +void keyPressed(){ + if(key == ' '){ + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); + } +} diff --git a/lib/okhttp.jar b/lib/okhttp.jar new file mode 100644 index 0000000000000000000000000000000000000000..e31f248628faa0fe3f546509454df8b47cbfa563 GIT binary patch literal 344481 zcmafa1C%IDl6AkfZQHhO+qP}Kwr$(CZQK3Yw%z^yH~a0(nc1D4zfM(UA?`U@85wya zBD3VBfPf(Z{N=wnu&cjI2P|i%vHY(CDG3_2XQcKQ^QA^PXf`c6vsV1RP 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J18_i~{{y8l_2mEn literal 0 HcmV?d00001 diff --git a/src/com/runwayml/ModelUtils.java b/src/com/runwayml/ModelUtils.java index 4579172..d4d2b5e 100644 --- a/src/com/runwayml/ModelUtils.java +++ b/src/com/runwayml/ModelUtils.java @@ -16,23 +16,23 @@ public class ModelUtils { - public static int POSE_NET_NOSE_INDEX = 0; - public static int POSE_NET_LEFT_EYE_INDEX = 1; - public static int POSE_NET_RIGHT_EYE_INDEX = 2; - public static int POSE_NET_LEFT_EAR_INDEX = 3; - public static int POSE_NET_RIGHT_EAR_INDEX = 4; - public static int POSE_NET_LEFT_SHOULDER_INDEX = 5; - public static int POSE_NET_RIGHT_SHOULDER_INDEX = 6; - public static int POSE_NET_LEFT_ELBOW_INDEX = 7; - public static int POSE_NET_RIGHT_ELBOW_INDEX = 8; - public static int POSE_NET_LEFT_WRIST_INDEX = 9; - public static int POSE_NET_RIGHT_WRIST_INDEX = 10; - public static int POSE_NET_LEFT_HIP_INDEX = 11; - public static int POSE_NET_RIGHT_HIP_INDEX = 12; - public static int POSE_NET_LEFT_KNEE_INDEX = 13; - public static int POSE_NET_RIGHT_KNEE_INDEX = 14; - public static int POSE_NET_LEFT_ANKLE_INDEX = 15; - public static int POSE_NET_RIGHT_ANKLE_INDEX = 16; + public static int POSE_NOSE_INDEX = 0; + public static int POSE_LEFT_EYE_INDEX = 1; + public static int POSE_RIGHT_EYE_INDEX = 2; + public static int POSE_LEFT_EAR_INDEX = 3; + public static int POSE_RIGHT_EAR_INDEX = 4; + public static int POSE_LEFT_SHOULDER_INDEX = 5; + public static int POSE_RIGHT_SHOULDER_INDEX = 6; + public static int POSE_LEFT_ELBOW_INDEX = 7; + public static int POSE_RIGHT_ELBOW_INDEX = 8; + public static int POSE_LEFT_WRIST_INDEX = 9; + public static int POSE_RIGHT_WRIST_INDEX = 10; + public static int POSE_LEFT_HIP_INDEX = 11; + public static int POSE_RIGHT_HIP_INDEX = 12; + public static int POSE_LEFT_KNEE_INDEX = 13; + public static int POSE_RIGHT_KNEE_INDEX = 14; + public static int POSE_LEFT_ANKLE_INDEX = 15; + public static int POSE_RIGHT_ANKLE_INDEX = 16; /** * Traverses Pose Net poses and keypoints and draws ellipses for each keypoint position @@ -40,7 +40,7 @@ public class ModelUtils { * @param g - the PGraphics instance to draw into * @param ellipseSize - dimensions in pixels of each keypoint position ellipse diameter */ - public static void drawPoseNetParts(JSONObject data,PGraphics g,float ellipseSize){ + public static void drawPoseParts(JSONObject data,PGraphics g,float ellipseSize){ try{ // Only if there are any humans detected if (data != null) { @@ -80,9 +80,9 @@ public static String toBase64(PImage image){ BufferedImage buffImage = (BufferedImage)image.getNative(); ByteArrayOutputStream out = new ByteArrayOutputStream(); try { - ImageIO.write(buffImage, "PNG", out); + ImageIO.write(buffImage, "JPG", out); byte[] bytes = out.toByteArray(); - result = Base64.encodeBase64String(bytes); + result = "data:image/jpeg;base64,"+Base64.encodeBase64String(bytes); } catch (IOException e) { e.printStackTrace(); } diff --git a/src/com/runwayml/Runway.java b/src/com/runwayml/Runway.java index bbaa052..c4783d5 100644 --- a/src/com/runwayml/Runway.java +++ b/src/com/runwayml/Runway.java @@ -126,7 +126,7 @@ public static String version() { } public void drawPoseNetParts(JSONObject data,float ellipseSize){ - ModelUtils.drawPoseNetParts(data, parent.g, ellipseSize); + ModelUtils.drawPoseParts(data, parent.g, ellipseSize); } // "kindly borrowed" from https://github.com/processing/processing/blob/master/java/libraries/serial/src/processing/serial/Serial.java diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index 3cfac37..e1cd38f 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -1,9 +1,14 @@ package com.runwayml; -import netP5.NetAddress; -import oscP5.OscP5; -import oscP5.OscProperties; +import java.io.IOException; + +import okhttp3.MediaType; +import okhttp3.OkHttpClient; +import okhttp3.Request; +import okhttp3.RequestBody; +import okhttp3.Response; import processing.core.PApplet; +import processing.core.PImage; import processing.data.JSONObject; public class RunwayHTTP extends Runway { @@ -84,6 +89,7 @@ public void update(){ } catch (Exception e) { System.err.println("error accessing string from /error HTTP route"); e.printStackTrace(); + this.onInfoEventMethod = null; } // load data @@ -93,6 +99,7 @@ public void update(){ }catch (Exception e) { System.err.println("error parsing JSON from /data HTTP route"); e.printStackTrace(); + this.onDataEventMethod = null; } } @@ -114,4 +121,40 @@ public void setAutoUpdate(boolean autoUpdate) { parent.unregisterMethod("pre", this); } } + + /** + * send a query to Runway + * + * @param input - input image for Runway to query (assumes image is resized/cropped to dimensions set in model) + */ + @Override + public void query(PImage input){ + String base64 = ModelUtils.toBase64(input); + + OkHttpClient client = new OkHttpClient(); + + MediaType mediaType = MediaType.parse("application/json"); + RequestBody body = RequestBody.create(mediaType,"{\"image\":\""+base64+"\"}"); + + Request request = new Request.Builder() + .url("http://localhost:8000/query") + .post(body) + .addHeader("Content-Type", "application/json") + .addHeader("Accept", "*/*") + .addHeader("Accept-Encoding", "gzip, deflate") + .addHeader("Connection", "keep-alive") + .build(); + + try{ + Response response = client.newCall(request).execute(); + JSONObject data = JSONObject.parse(response.body().string()); + dispatchData(data); + }catch(IOException e){ + e.printStackTrace(); + }catch (Exception e) { + System.err.println("error parsing JSON from /data HTTP route"); + e.printStackTrace(); + this.onDataEventMethod = null; + } + } } From abaac6cc7fb94e6231275a9327767e47dbff1b43 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Fri, 16 Aug 2019 22:58:28 +0100 Subject: [PATCH 13/55] added OkHTTP library to classpath --- .classpath | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.classpath b/.classpath index a77e952..89b4ada 100644 --- a/.classpath +++ b/.classpath @@ -5,5 +5,7 @@ + + From e836ab718dd671db00f63fbdd1fe98a90ae4f14e Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 22 Sep 2019 17:42:37 +0100 Subject: [PATCH 14/55] added Base64 encode/decode support + SPADE_COCO example --- examples/HTTP/SPADE_COCO_Paint/Runway.pde | 90 +++++++++++++ .../SPADE_COCO_Paint/SPADE_COCO_Paint.pde | 78 +++++++++++ src/com/runwayml/ModelUtils.java | 125 ++++++++++++++---- src/com/runwayml/RunwayHTTP.java | 41 +++++- 4 files changed, 305 insertions(+), 29 deletions(-) create mode 100644 examples/HTTP/SPADE_COCO_Paint/Runway.pde create mode 100644 examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde diff --git a/examples/HTTP/SPADE_COCO_Paint/Runway.pde b/examples/HTTP/SPADE_COCO_Paint/Runway.pde new file mode 100644 index 0000000..d847db5 --- /dev/null +++ b/examples/HTTP/SPADE_COCO_Paint/Runway.pde @@ -0,0 +1,90 @@ +import java.awt.image.BufferedImage; +import java.io.ByteArrayInputStream; +import java.io.ByteArrayOutputStream; +import java.io.IOException; + +import javax.imageio.ImageIO; +import java.util.Base64; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; +// image from Runway +PImage runwayResult; + +// For this example we only care about label to RGB values associations +HashMap labelToColor = new HashMap(); +// store just the SPADE-COCO labels +String[] labels; + +void setupRunway(){ + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); +} + +void sendImageToRunway(){ + runway.query(drawing.get(),ModelUtils.IMAGE_FORMAT_PNG,"semantic_map"); +} + +void updateLabelColor(){ + currentLabelColor = labelToColor.get(labels[currentLabelIndex]); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("output"); + // try to decode the image from + try{ + PImage result = ModelUtils.fromBase64(base64ImageString); + result.save(dataPath("lib_decoded.png")); + PImage p = loadImage(base64ImageString); + result.save(dataPath("p5_decoded.png")); + if(result != null){ + runwayResult = result; + + } + }catch(Exception e){ + e.printStackTrace(); + } +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + // cache the labelToColor data parsed from JSON data to Processing color data + try{ + // access labelToColor object inside the first element of the "inputs" value + JSONObject firstInput = info.getJSONArray("inputs").getJSONObject(0); + // access labelToColor object within the first input + JSONObject labelToColorJSON = firstInput.getJSONObject("labelToColor"); + // access labelToColor object within the first input + JSONObject labelToId = firstInput.getJSONObject("labelToId"); + // allocate labels array + labels = new String[labelToId.size()]; + // iterate through each key in the JSON object + for(Object labelObj : labelToColorJSON.keys()){ + // cast the key from Object to String + String label = (String)labelObj; + // parse integer values from the JSON Array values + int[] rgbValues = labelToColorJSON.getJSONArray(label).getIntArray(); + // populate the labelToColour lookup table / hashmap + labelToColor.put(label,color(rgbValues[0],rgbValues[1],rgbValues[2])); + // populate the labels array + int id = labelToId.getInt(label); + labels[id] = label; + } + // update color to the first label + updateLabelColor(); + }catch(Exception e){ + println("error parsing SPADE-COCO model info, unexpected JSON data received:\n" + info.format(-1)); + e.printStackTrace(); + } +} + +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} diff --git a/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde b/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde new file mode 100644 index 0000000..15142a7 --- /dev/null +++ b/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde @@ -0,0 +1,78 @@ +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// SPADE COCO Demo: +// Receive HTTP messages from Runway +// Running SPADE COCO model +// example by by George Profenza + +// drawing layer +PGraphics drawing; +int currentLabelIndex = 0; +int currentLabelColor; + +void setup(){ + size(1280,360); + stroke(255); + + setupRunway(); + + //setup drawing layer + drawing = createGraphics(640,360); + drawing.beginDraw(); + drawing.background(0); + drawing.noStroke(); + drawing.endDraw(); + //runwayResult = loadImage("lib_decoded.png"); +} + +void draw(){ + // clear background + background(0); + // preview drawing + image(drawing,0,0); + // display runway result (if any) + if(runwayResult != null){ + image(runwayResult,640,0); + } + // display usage + text("LEFT/RIGHT = cycle through labels\n" + + "currentLabel: " + labels[currentLabelIndex] + "\n" + + "click to draw",5,15); + // separator + line(640,0,640,360); +} + +void mouseDragged(){ + drawing.beginDraw(); + drawing.fill(currentLabelColor); + drawing.ellipse(constrain(mouseX,0,640),constrain(mouseY,0,360),21,21); + drawing.endDraw(); +} + +void keyPressed(){ + if(keyCode == LEFT && currentLabelIndex > 0){ + currentLabelIndex--; + updateLabelColor(); + } + if(keyCode == RIGHT && currentLabelIndex < labels.length - 1){ + currentLabelIndex++; + updateLabelColor(); + } + if(key == ' '){ + sendImageToRunway(); + } +} diff --git a/src/com/runwayml/ModelUtils.java b/src/com/runwayml/ModelUtils.java index d4d2b5e..711847c 100644 --- a/src/com/runwayml/ModelUtils.java +++ b/src/com/runwayml/ModelUtils.java @@ -6,6 +6,7 @@ import java.io.IOException; import javax.imageio.ImageIO; +import javax.xml.bind.DatatypeConverter; import org.apache.commons.codec.binary.Base64; @@ -34,6 +35,10 @@ public class ModelUtils { public static int POSE_LEFT_ANKLE_INDEX = 15; public static int POSE_RIGHT_ANKLE_INDEX = 16; + public static String IMAGE_FORMAT_JPG = "JPG"; + public static String IMAGE_FORMAT_PNG = "PNG"; + + /** * Traverses Pose Net poses and keypoints and draws ellipses for each keypoint position * @param data - the Runway PoseNet JSON object @@ -43,19 +48,17 @@ public class ModelUtils { public static void drawPoseParts(JSONObject data,PGraphics g,float ellipseSize){ try{ // Only if there are any humans detected - if (data != null) { - JSONArray humans = data.getJSONArray("poses"); + if (data != null) { + JSONArray humans = data.getJSONArray("poses"); for(int h = 0; h < humans.size(); h++) { - JSONObject human = humans.getJSONObject(h); - JSONArray keypoints = human.getJSONArray("keypoints"); + JSONArray keypoints = humans.getJSONArray(h); // Now that we have one human, let's draw its body parts for (int k = 0; k < keypoints.size(); k++) { - JSONObject body_part = keypoints.getJSONObject(k); - JSONObject positions = body_part.getJSONObject("position"); // Body parts are relative to width and weight of the input - float x = positions.getFloat("x"); - float y = positions.getFloat("y"); - g.ellipse(x, y, ellipseSize, ellipseSize); + JSONArray point = keypoints.getJSONArray(k); + float x = point.getFloat(0); + float y = point.getFloat(1); + g.ellipse(x * g.width, y * g.height, ellipseSize, ellipseSize); } } } @@ -64,10 +67,34 @@ public static void drawPoseParts(JSONObject data,PGraphics g,float ellipseSize){ } } + /** + * convert a PImage to a JSONObject with the Base64 encoded image as the value of the "image" key + * @param image - the PImage to convert to Base64 + * @return JSON formatted String + */ public static String toRunwayImageQuery(PImage image){ - JSONObject result = new JSONObject(); - result.setString("image", toBase64(image)); - return result.format(-1); + return "{\"image\":\"" + toBase64(image) + "\"}"; + } + + /** + * convert a PImage to a JSONObject with the Base64 encoded image as the value of the "image" key + * @param image - the PImage to convert to Base64 + * @param format - the image format:

ModelUtils.IMAGE_FORMAT_JPG
("JPG") or
ModelUtils.IMAGE_FORMAT_PNG
("PNG") + * @return JSON formatted String + */ + public static String toRunwayImageQuery(PImage image,String format){ + return "{\"image\":\"" + toBase64(image,format) + "\"}"; + } + + /** + * convert a PImage to a JSONObject with the Base64 encoded image as the value of the "image" key + * @param image - the PImage to convert to Base64 + * @param format - the image format:
ModelUtils.IMAGE_FORMAT_JPG
("JPG") or
ModelUtils.IMAGE_FORMAT_PNG
("PNG") + * @param key - the JSON key for the Base64 image + * @return JSON formatted String + */ + public static String toRunwayImageQuery(PImage image,String format,String key){ + return "{\"" + key + "\":\"" + toBase64(image,format) + "\"}"; } /** @@ -77,35 +104,77 @@ public static String toRunwayImageQuery(PImage image){ */ public static String toBase64(PImage image){ String result = null; - BufferedImage buffImage = (BufferedImage)image.getNative(); - ByteArrayOutputStream out = new ByteArrayOutputStream(); + + BufferedImage jImage = (BufferedImage)image.getNative(); + ByteArrayOutputStream encodedBytesStream = new ByteArrayOutputStream(); try { - ImageIO.write(buffImage, "JPG", out); - byte[] bytes = out.toByteArray(); - result = "data:image/jpeg;base64,"+Base64.encodeBase64String(bytes); + ImageIO.write(jImage, "JPG", encodedBytesStream); + byte[] bytes = encodedBytesStream.toByteArray(); + result = "data:image/jpeg;base64," + DatatypeConverter.printBase64Binary(bytes); } catch (IOException e) { e.printStackTrace(); } + return result; } - public static PImage fromBase64(String runwayImageString){ - PImage result = null; - byte[] decodedBytes = Base64.decodeBase64(runwayImageString); - - ByteArrayInputStream in = new ByteArrayInputStream(decodedBytes); - BufferedImage bImageFromConvert; + /** + * converts a PImage to a Base64 encoded String + * @param image - PImage to convert + * @param format - the image format:
ModelUtils.IMAGE_FORMAT_JPG
("JPG") or
ModelUtils.IMAGE_FORMAT_PNG
("PNG") + * @return Base64 encoded string representation of the image + */ + public static String toBase64(PImage image,String format){ + if(!format.equals(ModelUtils.IMAGE_FORMAT_JPG) && !format.equals(ModelUtils.IMAGE_FORMAT_PNG)){ + System.err.println("Invalid format type: " + format + "\nexpected formats are ModelUtils.IMAGE_FORMAT_JPG or ModelUtils.IMAGE_FORMAT_PNG"); + return null; + } + String mimeType = ""; + if(format.equals(ModelUtils.IMAGE_FORMAT_JPG)){ + mimeType = "image/jpeg"; + } + if(format.equals(ModelUtils.IMAGE_FORMAT_PNG)){ + mimeType = "image/png"; + } + String result = null; + BufferedImage jImage = (BufferedImage)image.getNative(); + ByteArrayOutputStream encodedBytesStream = new ByteArrayOutputStream(); try { - bImageFromConvert = ImageIO.read(in); - BufferedImage convertedImg = new BufferedImage(bImageFromConvert.getWidth(), bImageFromConvert.getHeight(), BufferedImage.TYPE_INT_ARGB); - convertedImg.getGraphics().drawImage(bImageFromConvert, 0, 0, null); - result = new PImage(convertedImg); + ImageIO.write(jImage, format, encodedBytesStream); + byte[] bytes = encodedBytesStream.toByteArray(); + result = "data:" + mimeType + ";base64," + DatatypeConverter.printBase64Binary(bytes); } catch (IOException e) { e.printStackTrace(); - } + } return result; } + /** + * converts a Base64 encoded String to a PImage + * + * @param runwayImageString - the Base64 encoded image String from RunwayML + * @return - the PImage decoded from the string + */ + public static PImage fromBase64(String runwayImageString){ + PImage result = null; + + try { + String base64Image = runwayImageString.split(",")[1]; + byte[] decodedBytes = DatatypeConverter.parseBase64Binary(base64Image); + + if(decodedBytes == null){ + return null; + } + + ByteArrayInputStream in = new ByteArrayInputStream(decodedBytes); + result = new PImage(ImageIO.read(in)); + } catch (IOException e) { + e.printStackTrace(); + } + + return result; + } + diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index e1cd38f..43efdf8 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -1,6 +1,7 @@ package com.runwayml; import java.io.IOException; +import java.util.concurrent.TimeUnit; import okhttp3.MediaType; import okhttp3.OkHttpClient; @@ -67,7 +68,6 @@ protected void setup(){ parent.registerMethod("pre", this); } - // TODO disable events on first error public void pre(){ update(); } @@ -157,4 +157,43 @@ public void query(PImage input){ this.onDataEventMethod = null; } } + + /** + * send a query to Runway + * + * @param input - input image for Runway to query (assumes image is resized/cropped to dimensions set in model) + * @param format - the image format:
ModelUtils.IMAGE_FORMAT_JPG
("JPG") or
ModelUtils.IMAGE_FORMAT_PNG
("PNG") + * @param key - the JSON key for the Base64 image + */ + public void query(PImage input,String format,String key){ + OkHttpClient client = new OkHttpClient.Builder() + .connectTimeout(30, TimeUnit.SECONDS) + .writeTimeout(30, TimeUnit.SECONDS) + .readTimeout(30, TimeUnit.SECONDS) + .build(); + + MediaType mediaType = MediaType.parse("application/json"); + RequestBody body = RequestBody.create(mediaType,ModelUtils.toRunwayImageQuery(input, format, key)); + + Request request = new Request.Builder() + .url("http://localhost:8000/query") + .post(body) + .addHeader("Content-Type", "application/json") + .addHeader("Accept", "*/*") + .addHeader("Accept-Encoding", "gzip, deflate") + .addHeader("Connection", "keep-alive") + .build(); + + try{ + Response response = client.newCall(request).execute(); + JSONObject data = JSONObject.parse(response.body().string()); + dispatchData(data); + }catch(IOException e){ + e.printStackTrace(); + }catch (Exception e) { + System.err.println("error parsing JSON from /data HTTP route"); + e.printStackTrace(); + this.onDataEventMethod = null; + } + } } From bcb07372d9cce3d0265ff0c22bedb84b0b4ef9eb Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 22 Sep 2019 17:43:46 +0100 Subject: [PATCH 15/55] updated PoseNet example to new JSON format --- examples/HTTP/PoseNetBasics/PoseNetBasics.pde | 2 +- examples/HTTP/PoseNetFull/PoseNetFull.pde | 18 ++--- examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde | 69 +++++++++++-------- 3 files changed, 52 insertions(+), 37 deletions(-) diff --git a/examples/HTTP/PoseNetBasics/PoseNetBasics.pde b/examples/HTTP/PoseNetBasics/PoseNetBasics.pde index 855aa82..e2867e9 100644 --- a/examples/HTTP/PoseNetBasics/PoseNetBasics.pde +++ b/examples/HTTP/PoseNetBasics/PoseNetBasics.pde @@ -43,7 +43,7 @@ void setup(){ void draw(){ background(0); // use the utiliy class to draw PoseNet parts - runway.drawPoseParts(data,10); + ModelUtils.drawPoseParts(data,g,10); } // this is called when new Runway data is available diff --git a/examples/HTTP/PoseNetFull/PoseNetFull.pde b/examples/HTTP/PoseNetFull/PoseNetFull.pde index 4c58d8a..254d1c0 100644 --- a/examples/HTTP/PoseNetFull/PoseNetFull.pde +++ b/examples/HTTP/PoseNetFull/PoseNetFull.pde @@ -71,19 +71,19 @@ void drawPoseNetParts(JSONObject data){ if (data != null) { JSONArray humans = data.getJSONArray("poses"); for(int h = 0; h < humans.size(); h++) { - JSONObject human = humans.getJSONObject(h); - JSONArray keypoints = human.getJSONArray("keypoints"); + JSONArray keypoints = humans.getJSONArray(h); // Now that we have one human, let's draw its body parts for(int i = 0 ; i < connections.length; i++){ - JSONObject startPart = keypoints.getJSONObject(connections[i][0]); - JSONObject endPart = keypoints.getJSONObject(connections[i][1]); + JSONArray startPart = keypoints.getJSONArray(connections[i][0]); + JSONArray endPart = keypoints.getJSONArray(connections[i][1]); + // extract floats fron JSON array and scale normalized value to sketch size + float startX = startPart.getFloat(0) * width; + float startY = startPart.getFloat(1) * height; + float endX = endPart.getFloat(0) * width; + float endY = endPart.getFloat(1) * height; - JSONObject startPosition = startPart.getJSONObject("position"); - JSONObject endPosition = endPart.getJSONObject("position"); - - line(startPosition.getFloat("x"),startPosition.getFloat("y"), - endPosition.getFloat("x"),endPosition.getFloat("y")); + line(startX,startY,endX,endY); } } } diff --git a/examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde b/examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde index 156f12e..1590d3f 100644 --- a/examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde +++ b/examples/HTTP/PoseNetWebcam/PoseNetWebcam.pde @@ -52,9 +52,15 @@ int[][] connections = { {ModelUtils.POSE_LEFT_KNEE_INDEX,ModelUtils.POSE_LEFT_ANKLE_INDEX} }; -//reference to the camera +// reference to the camera Capture camera; +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +// takes about 100-200ms for Runway to process a 600x400 PoseNet frame +int waitTime = 210; + void setup(){ // match sketch size to default model camera setup size(600,400); @@ -68,36 +74,58 @@ void setup(){ // setup camera camera = new Capture(this,640,480); camera.start(); + // setup timer + lastMillis = millis(); } void draw(){ + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } background(0); // draw webcam image image(camera,0,0); // manually draw PoseNet parts - drawPoseParts(data); - // usage text - text("press 'SPACE' to query image",5,15); + drawPoseNetParts(data); } -void drawPoseParts(JSONObject data){ +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +void drawPoseNetParts(JSONObject data){ // Only if there are any humans detected if (data != null) { JSONArray humans = data.getJSONArray("poses"); for(int h = 0; h < humans.size(); h++) { - JSONObject human = humans.getJSONObject(h); - JSONArray keypoints = human.getJSONArray("keypoints"); + JSONArray keypoints = humans.getJSONArray(h); // Now that we have one human, let's draw its body parts for(int i = 0 ; i < connections.length; i++){ - JSONObject startPart = keypoints.getJSONObject(connections[i][0]); - JSONObject endPart = keypoints.getJSONObject(connections[i][1]); - - JSONObject startPosition = startPart.getJSONObject("position"); - JSONObject endPosition = endPart.getJSONObject("position"); + JSONArray startPart = keypoints.getJSONArray(connections[i][0]); + JSONArray endPart = keypoints.getJSONArray(connections[i][1]); + // extract floats fron JSON array and scale normalized value to sketch size + float startX = startPart.getFloat(0) * width; + float startY = startPart.getFloat(1) * height; + float endX = endPart.getFloat(0) * width; + float endY = endPart.getFloat(1) * height; - line(startPosition.getFloat("x"),startPosition.getFloat("y"), - endPosition.getFloat("x"),endPosition.getFloat("y")); + line(startX,startY,endX,endY); } } } @@ -119,16 +147,3 @@ public void runwayInfoEvent(JSONObject info){ public void runwayErrorEvent(String message){ println(message); } - -void captureEvent(Capture camera){ - camera.read(); -} - -void keyPressed(){ - if(key == ' '){ - // crop image to Runway input format (600x400) - PImage image = camera.get(0,0,600,400); - // query Runway with webcam image - runway.query(image); - } -} From f034f13db5d0c3c0050e5916c9180fb09d2019c7 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 22 Sep 2019 17:45:03 +0100 Subject: [PATCH 16/55] SPACE_COCO example cleanup --- examples/HTTP/SPADE_COCO_Paint/Runway.pde | 4 ---- examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde | 1 - 2 files changed, 5 deletions(-) diff --git a/examples/HTTP/SPADE_COCO_Paint/Runway.pde b/examples/HTTP/SPADE_COCO_Paint/Runway.pde index d847db5..80a010d 100644 --- a/examples/HTTP/SPADE_COCO_Paint/Runway.pde +++ b/examples/HTTP/SPADE_COCO_Paint/Runway.pde @@ -39,12 +39,8 @@ void runwayDataEvent(JSONObject runwayData){ // try to decode the image from try{ PImage result = ModelUtils.fromBase64(base64ImageString); - result.save(dataPath("lib_decoded.png")); - PImage p = loadImage(base64ImageString); - result.save(dataPath("p5_decoded.png")); if(result != null){ runwayResult = result; - } }catch(Exception e){ e.printStackTrace(); diff --git a/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde b/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde index 15142a7..7748384 100644 --- a/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde +++ b/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde @@ -36,7 +36,6 @@ void setup(){ drawing.background(0); drawing.noStroke(); drawing.endDraw(); - //runwayResult = loadImage("lib_decoded.png"); } void draw(){ From 944194ae0487a782be23c7a06b362a29c46428d9 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 22 Sep 2019 21:20:59 +0100 Subject: [PATCH 17/55] removed apache-commons-codec depdendency --- .classpath | 1 - src/com/runwayml/ModelUtils.java | 10 ++++++++-- src/com/runwayml/Runway.java | 16 +++++----------- 3 files changed, 13 insertions(+), 14 deletions(-) diff --git a/.classpath b/.classpath index 89b4ada..c4b761b 100644 --- a/.classpath +++ b/.classpath @@ -4,7 +4,6 @@ - diff --git a/src/com/runwayml/ModelUtils.java b/src/com/runwayml/ModelUtils.java index 711847c..d9fcbbe 100644 --- a/src/com/runwayml/ModelUtils.java +++ b/src/com/runwayml/ModelUtils.java @@ -8,8 +8,6 @@ import javax.imageio.ImageIO; import javax.xml.bind.DatatypeConverter; -import org.apache.commons.codec.binary.Base64; - import processing.core.PGraphics; import processing.core.PImage; import processing.data.JSONArray; @@ -129,16 +127,21 @@ public static String toBase64(PImage image,String format){ System.err.println("Invalid format type: " + format + "\nexpected formats are ModelUtils.IMAGE_FORMAT_JPG or ModelUtils.IMAGE_FORMAT_PNG"); return null; } + String mimeType = ""; + if(format.equals(ModelUtils.IMAGE_FORMAT_JPG)){ mimeType = "image/jpeg"; } + if(format.equals(ModelUtils.IMAGE_FORMAT_PNG)){ mimeType = "image/png"; } + String result = null; BufferedImage jImage = (BufferedImage)image.getNative(); ByteArrayOutputStream encodedBytesStream = new ByteArrayOutputStream(); + try { ImageIO.write(jImage, format, encodedBytesStream); byte[] bytes = encodedBytesStream.toByteArray(); @@ -146,6 +149,7 @@ public static String toBase64(PImage image,String format){ } catch (IOException e) { e.printStackTrace(); } + return result; } @@ -159,6 +163,7 @@ public static PImage fromBase64(String runwayImageString){ PImage result = null; try { + // remove mime type, access encoded pixels only String base64Image = runwayImageString.split(",")[1]; byte[] decodedBytes = DatatypeConverter.parseBase64Binary(base64Image); @@ -168,6 +173,7 @@ public static PImage fromBase64(String runwayImageString){ ByteArrayInputStream in = new ByteArrayInputStream(decodedBytes); result = new PImage(ImageIO.read(in)); + } catch (IOException e) { e.printStackTrace(); } diff --git a/src/com/runwayml/Runway.java b/src/com/runwayml/Runway.java index c4783d5..5f31bcf 100644 --- a/src/com/runwayml/Runway.java +++ b/src/com/runwayml/Runway.java @@ -1,17 +1,10 @@ package com.runwayml; -import java.awt.image.BufferedImage; -import java.io.ByteArrayInputStream; -import java.io.ByteArrayOutputStream; -import java.io.IOException; -import java.lang.reflect.*; +import java.lang.reflect.Method; import java.util.regex.Pattern; -import javax.imageio.ImageIO; - -import org.apache.commons.codec.binary.Base64; - -import processing.core.*; +import processing.core.PApplet; +import processing.core.PImage; import processing.data.JSONObject; /** @@ -134,7 +127,8 @@ private Method findCallback(final String name,Class argumentType) { try { return parent.getClass().getMethod(name, argumentType); } catch (Exception e) { - e.printStackTrace(); + System.out.println("couldn't find " + name + " callback in sketch, ignoring data"); + //e.printStackTrace(); } return null; } From 2fbfb98ad114c549c5ff599bdabbdaabb1ccc99f Mon Sep 17 00:00:00 2001 From: George Profenza Date: Mon, 23 Sep 2019 21:18:06 +0100 Subject: [PATCH 18/55] updated PoseNet OSC examples --- examples/OSC/PoseNetFull/PoseNetFull.pde | 42 +++--- examples/OSC/PoseNetWebcam/PoseNetWebcam.pde | 147 +++++++++++++++++++ src/com/runwayml/RunwayOSC.java | 13 +- 3 files changed, 178 insertions(+), 24 deletions(-) create mode 100644 examples/OSC/PoseNetWebcam/PoseNetWebcam.pde diff --git a/examples/OSC/PoseNetFull/PoseNetFull.pde b/examples/OSC/PoseNetFull/PoseNetFull.pde index dfe3e14..3b25066 100644 --- a/examples/OSC/PoseNetFull/PoseNetFull.pde +++ b/examples/OSC/PoseNetFull/PoseNetFull.pde @@ -39,18 +39,18 @@ JSONObject data; // This are the pair of body connections we want to form. // Try creating new ones! int[][] connections = { - {ModelUtils.POSE_NET_NOSE_INDEX, ModelUtils.POSE_NET_LEFT_EYE_INDEX}, - {ModelUtils.POSE_NET_LEFT_EYE_INDEX, ModelUtils.POSE_NET_LEFT_EAR_INDEX}, - {ModelUtils.POSE_NET_NOSE_INDEX,ModelUtils.POSE_NET_RIGHT_EYE_INDEX}, - {ModelUtils.POSE_NET_RIGHT_EYE_INDEX,ModelUtils.POSE_NET_RIGHT_EAR_INDEX}, - {ModelUtils.POSE_NET_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX}, - {ModelUtils.POSE_NET_RIGHT_ELBOW_INDEX,ModelUtils.POSE_NET_RIGHT_WRIST_INDEX}, - {ModelUtils.POSE_NET_LEFT_SHOULDER_INDEX,ModelUtils.POSE_NET_LEFT_ELBOW_INDEX}, - {ModelUtils.POSE_NET_LEFT_ELBOW_INDEX,ModelUtils.POSE_NET_LEFT_WRIST_INDEX}, - {ModelUtils.POSE_NET_RIGHT_HIP_INDEX,ModelUtils.POSE_NET_RIGHT_KNEE_INDEX}, - {ModelUtils.POSE_NET_RIGHT_KNEE_INDEX,ModelUtils.POSE_NET_RIGHT_ANKLE_INDEX}, - {ModelUtils.POSE_NET_LEFT_HIP_INDEX,ModelUtils.POSE_NET_LEFT_KNEE_INDEX}, - {ModelUtils.POSE_NET_LEFT_KNEE_INDEX,ModelUtils.POSE_NET_LEFT_ANKLE_INDEX} + {ModelUtils.POSE_NOSE_INDEX, ModelUtils.POSE_LEFT_EYE_INDEX}, + {ModelUtils.POSE_LEFT_EYE_INDEX, ModelUtils.POSE_LEFT_EAR_INDEX}, + {ModelUtils.POSE_NOSE_INDEX,ModelUtils.POSE_RIGHT_EYE_INDEX}, + {ModelUtils.POSE_RIGHT_EYE_INDEX,ModelUtils.POSE_RIGHT_EAR_INDEX}, + {ModelUtils.POSE_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_RIGHT_ELBOW_INDEX}, + {ModelUtils.POSE_RIGHT_ELBOW_INDEX,ModelUtils.POSE_RIGHT_WRIST_INDEX}, + {ModelUtils.POSE_LEFT_SHOULDER_INDEX,ModelUtils.POSE_LEFT_ELBOW_INDEX}, + {ModelUtils.POSE_LEFT_ELBOW_INDEX,ModelUtils.POSE_LEFT_WRIST_INDEX}, + {ModelUtils.POSE_RIGHT_HIP_INDEX,ModelUtils.POSE_RIGHT_KNEE_INDEX}, + {ModelUtils.POSE_RIGHT_KNEE_INDEX,ModelUtils.POSE_RIGHT_ANKLE_INDEX}, + {ModelUtils.POSE_LEFT_HIP_INDEX,ModelUtils.POSE_LEFT_KNEE_INDEX}, + {ModelUtils.POSE_LEFT_KNEE_INDEX,ModelUtils.POSE_LEFT_ANKLE_INDEX} }; void setup(){ @@ -74,19 +74,19 @@ void drawPoseNetParts(JSONObject data){ if (data != null) { JSONArray humans = data.getJSONArray("poses"); for(int h = 0; h < humans.size(); h++) { - JSONObject human = humans.getJSONObject(h); - JSONArray keypoints = human.getJSONArray("keypoints"); + JSONArray keypoints = humans.getJSONArray(h); // Now that we have one human, let's draw its body parts for(int i = 0 ; i < connections.length; i++){ - JSONObject startPart = keypoints.getJSONObject(connections[i][0]); - JSONObject endPart = keypoints.getJSONObject(connections[i][1]); + JSONArray startPart = keypoints.getJSONArray(connections[i][0]); + JSONArray endPart = keypoints.getJSONArray(connections[i][1]); + // extract floats fron JSON array and scale normalized value to sketch size + float startX = startPart.getFloat(0) * width; + float startY = startPart.getFloat(1) * height; + float endX = endPart.getFloat(0) * width; + float endY = endPart.getFloat(1) * height; - JSONObject startPosition = startPart.getJSONObject("position"); - JSONObject endPosition = endPart.getJSONObject("position"); - - line(startPosition.getFloat("x"),startPosition.getFloat("y"), - endPosition.getFloat("x"),endPosition.getFloat("y")); + line(startX,startY,endX,endY); } } } diff --git a/examples/OSC/PoseNetWebcam/PoseNetWebcam.pde b/examples/OSC/PoseNetWebcam/PoseNetWebcam.pde new file mode 100644 index 0000000..b4696a7 --- /dev/null +++ b/examples/OSC/PoseNetWebcam/PoseNetWebcam.pde @@ -0,0 +1,147 @@ +// Copyright (C) 2019 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// original example by Anastasis Germanidis, adapted by George Profenza +import oscP5.*; +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +// This array will hold all the humans detected +JSONObject data; + +// This are the pair of body connections we want to form. +// Try creating new ones! +int[][] connections = { + {ModelUtils.POSE_NOSE_INDEX, ModelUtils.POSE_LEFT_EYE_INDEX}, + {ModelUtils.POSE_LEFT_EYE_INDEX, ModelUtils.POSE_LEFT_EAR_INDEX}, + {ModelUtils.POSE_NOSE_INDEX,ModelUtils.POSE_RIGHT_EYE_INDEX}, + {ModelUtils.POSE_RIGHT_EYE_INDEX,ModelUtils.POSE_RIGHT_EAR_INDEX}, + {ModelUtils.POSE_RIGHT_SHOULDER_INDEX,ModelUtils.POSE_RIGHT_ELBOW_INDEX}, + {ModelUtils.POSE_RIGHT_ELBOW_INDEX,ModelUtils.POSE_RIGHT_WRIST_INDEX}, + {ModelUtils.POSE_LEFT_SHOULDER_INDEX,ModelUtils.POSE_LEFT_ELBOW_INDEX}, + {ModelUtils.POSE_LEFT_ELBOW_INDEX,ModelUtils.POSE_LEFT_WRIST_INDEX}, + {ModelUtils.POSE_RIGHT_HIP_INDEX,ModelUtils.POSE_RIGHT_KNEE_INDEX}, + {ModelUtils.POSE_RIGHT_KNEE_INDEX,ModelUtils.POSE_RIGHT_ANKLE_INDEX}, + {ModelUtils.POSE_LEFT_HIP_INDEX,ModelUtils.POSE_LEFT_KNEE_INDEX}, + {ModelUtils.POSE_LEFT_KNEE_INDEX,ModelUtils.POSE_LEFT_ANKLE_INDEX} +}; + +// reference to the camera +Capture camera; + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +// takes about 100-200ms for Runway to process a 600x400 PoseNet frame +int waitTime = 210; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + // change default black stroke + stroke(9,130,250); + strokeWeight(3); + // setup Runway + runway = new RunwayOSC(this); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + background(0); + // draw webcam image + image(camera,0,0); + // manually draw PoseNet parts + drawPoseNetParts(data); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +void drawPoseNetParts(JSONObject data){ + // Only if there are any humans detected + if (data != null) { + JSONArray humans = data.getJSONArray("poses"); + for(int h = 0; h < humans.size(); h++) { + JSONArray keypoints = humans.getJSONArray(h); + // Now that we have one human, let's draw its body parts + for(int i = 0 ; i < connections.length; i++){ + + JSONArray startPart = keypoints.getJSONArray(connections[i][0]); + JSONArray endPart = keypoints.getJSONArray(connections[i][1]); + // extract floats fron JSON array and scale normalized value to sketch size + float startX = startPart.getFloat(0) * width; + float startY = startPart.getFloat(1) * height; + float endX = endPart.getFloat(0) * width; + float endY = endPart.getFloat(1) * height; + + line(startX,startY,endX,endY); + } + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; + +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} diff --git a/src/com/runwayml/RunwayOSC.java b/src/com/runwayml/RunwayOSC.java index 96aeaba..261c960 100644 --- a/src/com/runwayml/RunwayOSC.java +++ b/src/com/runwayml/RunwayOSC.java @@ -81,14 +81,21 @@ public void disconnect(){ /** * send a /query with a PImage sencoded as Base64 string within a JSON string (
{"image": }
) - * @param image - the PImage to query the Runway model with (Must be of the dimensions the model expects) + * @param input - the PImage to query the Runway model with (Must be of the dimensions the model expects) */ - public void queryImage(PImage image){ + @Override + public void query(PImage input) { oscP5.send(new OscMessage(QUERY) - .add(ModelUtils.toRunwayImageQuery(image)), + .add(ModelUtils.toRunwayImageQuery(input)), runwayNetAddress); } + public void query(PImage input,String format,String key){ + oscP5.send(new OscMessage(QUERY) + .add(ModelUtils.toRunwayImageQuery(input,format,key)), + runwayNetAddress); + } + public void oscEvent(OscMessage message) { // check info address and type tag if(message.checkAddrPattern(INFO) && message.checkTypetag("s")){ From 37c1b87afc33c4f44fea88d1072089e4a0a9c292 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Mon, 23 Sep 2019 21:27:35 +0100 Subject: [PATCH 19/55] RunwayHTTP cleanup --- src/com/runwayml/RunwayHTTP.java | 43 ++++++++------------------------ 1 file changed, 10 insertions(+), 33 deletions(-) diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index 43efdf8..7facd69 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -14,7 +14,9 @@ public class RunwayHTTP extends Runway { - public static final int PORT = 8000; + private static int HTTP_TIMEOUT_SECONDS = 30; + + public static final int PORT = 8000; public static final String QUERY = "/query"; public static final String DATA = "/data"; @@ -25,6 +27,7 @@ public class RunwayHTTP extends Runway { private boolean autoUpdate = true; + /** * a Constructor, usually called in the setup() method in your sketch to * initialize and start the Library. @@ -123,39 +126,13 @@ public void setAutoUpdate(boolean autoUpdate) { } /** - * send a query to Runway + * send a query to Runway (defaults to jpg encoding format and "image" JSON object key) * * @param input - input image for Runway to query (assumes image is resized/cropped to dimensions set in model) */ @Override public void query(PImage input){ - String base64 = ModelUtils.toBase64(input); - - OkHttpClient client = new OkHttpClient(); - - MediaType mediaType = MediaType.parse("application/json"); - RequestBody body = RequestBody.create(mediaType,"{\"image\":\""+base64+"\"}"); - - Request request = new Request.Builder() - .url("http://localhost:8000/query") - .post(body) - .addHeader("Content-Type", "application/json") - .addHeader("Accept", "*/*") - .addHeader("Accept-Encoding", "gzip, deflate") - .addHeader("Connection", "keep-alive") - .build(); - - try{ - Response response = client.newCall(request).execute(); - JSONObject data = JSONObject.parse(response.body().string()); - dispatchData(data); - }catch(IOException e){ - e.printStackTrace(); - }catch (Exception e) { - System.err.println("error parsing JSON from /data HTTP route"); - e.printStackTrace(); - this.onDataEventMethod = null; - } + query(input, ModelUtils.IMAGE_FORMAT_JPG, "image"); } /** @@ -167,16 +144,16 @@ public void query(PImage input){ */ public void query(PImage input,String format,String key){ OkHttpClient client = new OkHttpClient.Builder() - .connectTimeout(30, TimeUnit.SECONDS) - .writeTimeout(30, TimeUnit.SECONDS) - .readTimeout(30, TimeUnit.SECONDS) + .connectTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) + .writeTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) + .readTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) .build(); MediaType mediaType = MediaType.parse("application/json"); RequestBody body = RequestBody.create(mediaType,ModelUtils.toRunwayImageQuery(input, format, key)); Request request = new Request.Builder() - .url("http://localhost:8000/query") + .url(serverAddress + QUERY) .post(body) .addHeader("Content-Type", "application/json") .addHeader("Accept", "*/*") From 8503a3f30cb506976e7c2b8828071a05aba1b69a Mon Sep 17 00:00:00 2001 From: George Profenza Date: Mon, 23 Sep 2019 22:51:01 +0100 Subject: [PATCH 20/55] imrpoved SPADE_COCO example, added SPADE_Landscapes_Paint example, increased HTTP timeout --- examples/HTTP/SPADE_COCO_Paint/Runway.pde | 11 +-- .../SPADE_COCO_Paint/SPADE_COCO_Paint.pde | 7 +- .../HTTP/SPADE_Landscapes_Paint/Runway.pde | 80 ++++++++++++++++++ .../SPADE_Landscapes_Paint.pde | 82 +++++++++++++++++++ src/com/runwayml/RunwayHTTP.java | 2 +- 5 files changed, 172 insertions(+), 10 deletions(-) create mode 100644 examples/HTTP/SPADE_Landscapes_Paint/Runway.pde create mode 100644 examples/HTTP/SPADE_Landscapes_Paint/SPADE_Landscapes_Paint.pde diff --git a/examples/HTTP/SPADE_COCO_Paint/Runway.pde b/examples/HTTP/SPADE_COCO_Paint/Runway.pde index 80a010d..2dc5de8 100644 --- a/examples/HTTP/SPADE_COCO_Paint/Runway.pde +++ b/examples/HTTP/SPADE_COCO_Paint/Runway.pde @@ -1,10 +1,3 @@ -import java.awt.image.BufferedImage; -import java.io.ByteArrayInputStream; -import java.io.ByteArrayOutputStream; -import java.io.IOException; - -import javax.imageio.ImageIO; -import java.util.Base64; // import Runway library import com.runwayml.*; // reference to runway instance @@ -41,6 +34,7 @@ void runwayDataEvent(JSONObject runwayData){ PImage result = ModelUtils.fromBase64(base64ImageString); if(result != null){ runwayResult = result; + status = ""; } }catch(Exception e){ e.printStackTrace(); @@ -54,12 +48,13 @@ public void runwayInfoEvent(JSONObject info){ try{ // access labelToColor object inside the first element of the "inputs" value JSONObject firstInput = info.getJSONArray("inputs").getJSONObject(0); - // access labelToColor object within the first input + //access labelToColor object within the first input JSONObject labelToColorJSON = firstInput.getJSONObject("labelToColor"); // access labelToColor object within the first input JSONObject labelToId = firstInput.getJSONObject("labelToId"); // allocate labels array labels = new String[labelToId.size()]; + println(labels.length); // iterate through each key in the JSON object for(Object labelObj : labelToColorJSON.keys()){ // cast the key from Object to String diff --git a/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde b/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde index 7748384..176af28 100644 --- a/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde +++ b/examples/HTTP/SPADE_COCO_Paint/SPADE_COCO_Paint.pde @@ -24,6 +24,8 @@ PGraphics drawing; int currentLabelIndex = 0; int currentLabelColor; +String status = ""; + void setup(){ size(1280,360); stroke(255); @@ -48,9 +50,11 @@ void draw(){ image(runwayResult,640,0); } // display usage + if(labels != null){ text("LEFT/RIGHT = cycle through labels\n" + "currentLabel: " + labels[currentLabelIndex] + "\n" + - "click to draw",5,15); + "click to draw\npress SPACE to send image to Runway\n" + status,5,15); + } // separator line(640,0,640,360); } @@ -72,6 +76,7 @@ void keyPressed(){ updateLabelColor(); } if(key == ' '){ + status = "waiting for results"; sendImageToRunway(); } } diff --git a/examples/HTTP/SPADE_Landscapes_Paint/Runway.pde b/examples/HTTP/SPADE_Landscapes_Paint/Runway.pde new file mode 100644 index 0000000..d27d2ff --- /dev/null +++ b/examples/HTTP/SPADE_Landscapes_Paint/Runway.pde @@ -0,0 +1,80 @@ +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; +// image from Runway +PImage runwayResult; + +// For this example we only care about label to RGB values associations +HashMap labelToColor = new HashMap(); +HashMap labelToId = new HashMap(); +// store just the SPADE-COCO labels +String[] labels; + +void setupRunway(){ + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); +} + +void sendImageToRunway(){ + runway.query(drawing.get(),ModelUtils.IMAGE_FORMAT_PNG,"semantic_map"); +} + +void updateLabelColor(){ + currentLabelColor = labelToColor.get(labels[currentLabelIndex]); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("output"); + // try to decode the image from + try{ + PImage result = ModelUtils.fromBase64(base64ImageString); + if(result != null){ + runwayResult = result; + status = ""; + } + }catch(Exception e){ + e.printStackTrace(); + } +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + // cache the labelToColor data parsed from JSON data to Processing color data + try{ + // access labelToColor object inside the first element of the "inputs" value + JSONObject firstInput = info.getJSONArray("inputs").getJSONObject(0); + //access labelToColor object within the first input + JSONObject labelToColorJSON = firstInput.getJSONObject("labelToColor"); + // access labelToColor object within the first input + JSONObject labelToId = firstInput.getJSONObject("labelToId"); + // allocate labels array + labels = new String[labelToId.size()]; + int labelIndex = 0; + // iterate through each key in the JSON object + for(Object labelObj : labelToColorJSON.keys()){ + // cast the key from Object to String + String label = (String)labelObj; + // parse integer values from the JSON Array values + int[] rgbValues = labelToColorJSON.getJSONArray(label).getIntArray(); + // populate the labelToColour lookup table / hashmap + labelToColor.put(label,color(rgbValues[0],rgbValues[1],rgbValues[2])); + labels[labelIndex++] = label; + } + // update color to the first label + updateLabelColor(); + }catch(Exception e){ + println("error parsing SPADE-COCO model info, unexpected JSON data received:\n" + info.format(-1)); + e.printStackTrace(); + } +} + +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} diff --git a/examples/HTTP/SPADE_Landscapes_Paint/SPADE_Landscapes_Paint.pde b/examples/HTTP/SPADE_Landscapes_Paint/SPADE_Landscapes_Paint.pde new file mode 100644 index 0000000..9dff850 --- /dev/null +++ b/examples/HTTP/SPADE_Landscapes_Paint/SPADE_Landscapes_Paint.pde @@ -0,0 +1,82 @@ +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// SPADE COCO Demo: +// Receive HTTP messages from Runway +// Running SPADE COCO model +// example by by George Profenza + +// drawing layer +PGraphics drawing; +int currentLabelIndex = 0; +int currentLabelColor; + +String status = ""; + +void setup(){ + size(1280,360); + stroke(255); + + setupRunway(); + + //setup drawing layer + drawing = createGraphics(640,360); + drawing.beginDraw(); + drawing.background(0); + drawing.noStroke(); + drawing.endDraw(); +} + +void draw(){ + // clear background + background(0); + // preview drawing + image(drawing,0,0); + // display runway result (if any) + if(runwayResult != null){ + image(runwayResult,640,0); + } + // display usage + if(labels != null){ + text("LEFT/RIGHT = cycle through labels\n" + + "currentLabel: " + labels[currentLabelIndex] + "\n" + + "click to draw\npress SPACE to send image to Runway\n" + status,5,15); + } + // separator + line(640,0,640,360); +} + +void mouseDragged(){ + drawing.beginDraw(); + drawing.fill(currentLabelColor); + drawing.ellipse(constrain(mouseX,0,640),constrain(mouseY,0,360),36,36); + drawing.endDraw(); +} + +void keyPressed(){ + if(keyCode == LEFT && currentLabelIndex > 0){ + currentLabelIndex--; + updateLabelColor(); + } + if(keyCode == RIGHT && currentLabelIndex < labels.length - 1){ + currentLabelIndex++; + updateLabelColor(); + } + if(key == ' '){ + status = "waiting for results"; + sendImageToRunway(); + } +} diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index 7facd69..1caf095 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -14,7 +14,7 @@ public class RunwayHTTP extends Runway { - private static int HTTP_TIMEOUT_SECONDS = 30; + private static int HTTP_TIMEOUT_SECONDS = 90; public static final int PORT = 8000; From 45206d5fbea006f52b52b12d4399a2c602a59476 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Tue, 24 Sep 2019 09:02:12 +0100 Subject: [PATCH 21/55] added im2txt examples (HTTP and OSC) --- examples/HTTP/im2txt/im2txt.pde | 65 ++++++++++++ examples/HTTP/im2txtWebcam/im2txtWebcam.pde | 107 ++++++++++++++++++++ examples/OSC/im2txt/im2txt.pde | 67 ++++++++++++ examples/OSC/im2txtWebcam/im2txtWebcam.pde | 106 +++++++++++++++++++ 4 files changed, 345 insertions(+) create mode 100644 examples/HTTP/im2txt/im2txt.pde create mode 100644 examples/HTTP/im2txtWebcam/im2txtWebcam.pde create mode 100644 examples/OSC/im2txt/im2txt.pde create mode 100644 examples/OSC/im2txtWebcam/im2txtWebcam.pde diff --git a/examples/HTTP/im2txt/im2txt.pde b/examples/HTTP/im2txt/im2txt.pde new file mode 100644 index 0000000..690f534 --- /dev/null +++ b/examples/HTTP/im2txt/im2txt.pde @@ -0,0 +1,65 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// im2txt Demo: +// Receive HTTP messages from Runway +// Running im2txt model + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +void setup() { + size(500, 300); + frameRate(3); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayHTTP(this); +} + +void draw() { + background(0); + + // Display captions + drawCaptions(); +} + + +// A function to display the captions +void drawCaptions() { + // Only if there are any captions + if (data != null) { + String results = data.getString("caption"); + text(results, 100, 100); + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/HTTP/im2txtWebcam/im2txtWebcam.pde b/examples/HTTP/im2txtWebcam/im2txtWebcam.pde new file mode 100644 index 0000000..f4cd557 --- /dev/null +++ b/examples/HTTP/im2txtWebcam/im2txtWebcam.pde @@ -0,0 +1,107 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// im2txt Demo: +// Receive HTTP messages from Runway +// Running im2txt model + +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// reference to the camera +Capture camera; + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +// takes about 2-25s (2000-2500ms) for Runway to process a 600x400 im2txt frame on an older CPU +int waitTime = 2500; + +void setup() { + size(600, 400); + frameRate(3); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw() { + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + background(0); + // draw webcam image + image(camera,0,0); + + // Display captions + drawCaptions(); +} + + +// A function to display the captions +void drawCaptions() { + // Only if there are any captions + if (data != null) { + String results = data.getString("caption"); + text(results, 100, 100); + } +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/OSC/im2txt/im2txt.pde b/examples/OSC/im2txt/im2txt.pde new file mode 100644 index 0000000..e53904a --- /dev/null +++ b/examples/OSC/im2txt/im2txt.pde @@ -0,0 +1,67 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// im2txt Demo: +// Receive OSC messages from Runway +// Running im2txt model + +// Import OSC +import oscP5.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +void setup() { + size(500, 300); + frameRate(25); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayOSC(this); +} + +void draw() { + background(0); + + // Display captions + drawCaptions(); +} + + +// A function to display the captions +void drawCaptions() { + // Only if there are any captions + if (data != null) { + String results = data.getString("caption"); + text(results, 100, 100); + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/OSC/im2txtWebcam/im2txtWebcam.pde b/examples/OSC/im2txtWebcam/im2txtWebcam.pde new file mode 100644 index 0000000..23fdfae --- /dev/null +++ b/examples/OSC/im2txtWebcam/im2txtWebcam.pde @@ -0,0 +1,106 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// im2txt Demo: +// Receive HTTP messages from Runway +// Running im2txt model +// import OSC +import oscP5.*; +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// reference to the camera +Capture camera; + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +// takes about 2-25s (2000-2500ms) for Runway to process a 600x400 im2txt frame on an older CPU +int waitTime = 2500; + +void setup() { + size(600, 400); + frameRate(3); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayOSC(this); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw() { + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + background(0); + // draw webcam image + image(camera,0,0); + + // Display captions + drawCaptions(); +} + + +// A function to display the captions +void drawCaptions() { + // Only if there are any captions + if (data != null) { + String results = data.getString("caption"); + text(results, 100, 100); + } +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} From 78a00c28b0e015c6933bf82c8dd72c77c2c68331 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Tue, 24 Sep 2019 21:46:47 +0100 Subject: [PATCH 22/55] added JSON String query support, cleanup imports and added comments --- src/com/runwayml/Runway.java | 25 +++++++++++++++++++++- src/com/runwayml/RunwayHTTP.java | 36 +++++++++++++++++++++++--------- src/com/runwayml/RunwayOSC.java | 31 +++++++++++++++++++++------ 3 files changed, 75 insertions(+), 17 deletions(-) diff --git a/src/com/runwayml/Runway.java b/src/com/runwayml/Runway.java index 5f31bcf..4c61229 100644 --- a/src/com/runwayml/Runway.java +++ b/src/com/runwayml/Runway.java @@ -45,13 +45,36 @@ protected void setupPApplet(PApplet parent){ /** * send a query to Runway - * + * Don't call this on a Runway instace, but a Runway sublcass instead. * @param input - input image for Runway to query (assumes image is resized/cropped to dimensions set in model) */ public void query(PImage input){ } + /** + * send an image query to Runway with specific format (JPG/PNG) and JSON key to hold the Base64 encoded image + * + * Don't call this on a Runway instace, but a Runway sublcass instead. + * @param input + * @param format + * @param key + */ + public void query(PImage input,String format,String key){ + + } + + /** + * send a query to Runway + * Don't call this on a Runway instace, but a Runway sublcass instead. + * @param input - JSON formatted input + */ + public void query(String input){ + + } + + + /** * if
runwayInfoEvent
is present it calls it passing the info
JSONObject
* @param info diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index 1caf095..c28c371 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -27,6 +27,8 @@ public class RunwayHTTP extends Runway { private boolean autoUpdate = true; + private OkHttpClient client; + private MediaType mediaType = MediaType.parse("application/json"); /** * a Constructor, usually called in the setup() method in your sketch to @@ -69,6 +71,12 @@ protected void setup(){ } // register pre which is called once every frame before draw() kicks in parent.registerMethod("pre", this); + // setup client + client = new OkHttpClient.Builder() + .connectTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) + .writeTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) + .readTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) + .build(); } public void pre(){ @@ -126,7 +134,7 @@ public void setAutoUpdate(boolean autoUpdate) { } /** - * send a query to Runway (defaults to jpg encoding format and "image" JSON object key) + * send an image query to Runway (defaults to jpg encoding format and "image" JSON object key) * * @param input - input image for Runway to query (assumes image is resized/cropped to dimensions set in model) */ @@ -136,21 +144,27 @@ public void query(PImage input){ } /** - * send a query to Runway + * send an image query to Runway * * @param input - input image for Runway to query (assumes image is resized/cropped to dimensions set in model) * @param format - the image format:
ModelUtils.IMAGE_FORMAT_JPG
("JPG") or
ModelUtils.IMAGE_FORMAT_PNG
("PNG") * @param key - the JSON key for the Base64 image */ + @Override public void query(PImage input,String format,String key){ - OkHttpClient client = new OkHttpClient.Builder() - .connectTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) - .writeTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) - .readTimeout(HTTP_TIMEOUT_SECONDS, TimeUnit.SECONDS) - .build(); - - MediaType mediaType = MediaType.parse("application/json"); - RequestBody body = RequestBody.create(mediaType,ModelUtils.toRunwayImageQuery(input, format, key)); + sendQuery(ModelUtils.toRunwayImageQuery(input, format, key)); + } + + /** + * send a JSON string query to Runway + */ + @Override + public void query(String input){ + sendQuery(input); + } + + private void sendQuery(String jsonPayload){ + RequestBody body = RequestBody.create(mediaType,jsonPayload); Request request = new Request.Builder() .url(serverAddress + QUERY) @@ -162,9 +176,11 @@ public void query(PImage input,String format,String key){ .build(); try{ + Response response = client.newCall(request).execute(); JSONObject data = JSONObject.parse(response.body().string()); dispatchData(data); + }catch(IOException e){ e.printStackTrace(); }catch (Exception e) { diff --git a/src/com/runwayml/RunwayOSC.java b/src/com/runwayml/RunwayOSC.java index 261c960..b58633d 100644 --- a/src/com/runwayml/RunwayOSC.java +++ b/src/com/runwayml/RunwayOSC.java @@ -1,9 +1,9 @@ package com.runwayml; -import java.util.regex.Pattern; - -import netP5.*; -import oscP5.*; +import netP5.NetAddress; +import oscP5.OscMessage; +import oscP5.OscP5; +import oscP5.OscProperties; import processing.core.PApplet; import processing.core.PImage; import processing.data.JSONObject; @@ -90,12 +90,31 @@ public void query(PImage input) { runwayNetAddress); } + /** + * Send a /query OSC message to Runway with the passed image Base64 encoded with the selected format and as the value of the selected JSON key + * @param input - PImage to encode and send + * @param format - ModelUtils.IMAGE_FORMAT_JPG or ModelUtils.IMAGE_FORMAT_PNG + * @param key - the key of the JSON object for the image value + */ public void query(PImage input,String format,String key){ oscP5.send(new OscMessage(QUERY) .add(ModelUtils.toRunwayImageQuery(input,format,key)), runwayNetAddress); } - + + /** + * @param input - JSON formatted string for the selected model + */ + @Override + public void query(String input){ + oscP5.send(new OscMessage(QUERY).add(input), runwayNetAddress); + } + + /** + * called internally by OscP5 library + * + * @param message + */ public void oscEvent(OscMessage message) { // check info address and type tag if(message.checkAddrPattern(INFO) && message.checkTypetag("s")){ @@ -105,7 +124,6 @@ public void oscEvent(OscMessage message) { System.err.println("error parsing JSON from /info OSC message"); e.printStackTrace(); } - } // check error address and type tag @@ -116,6 +134,7 @@ public void oscEvent(OscMessage message) { System.err.println("error accessing string from /error OSC message"); e.printStackTrace(); } + } // check data address and type tag if(message.checkAddrPattern(DATA) && message.checkTypetag("s")){ From 60d70e1948bb26381516ec069733d0d17969f5e2 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Tue, 24 Sep 2019 21:47:17 +0100 Subject: [PATCH 23/55] added face_landmarks examples --- .../HTTP/face_landmarks/face_landmarks.pde | 67 ++++++++++++++++++ examples/OSC/PoseNetBasics/PoseNetBasics.pde | 1 - .../OSC/face_landmarks/face_landmarks.pde | 68 +++++++++++++++++++ 3 files changed, 135 insertions(+), 1 deletion(-) create mode 100644 examples/HTTP/face_landmarks/face_landmarks.pde create mode 100644 examples/OSC/face_landmarks/face_landmarks.pde diff --git a/examples/HTTP/face_landmarks/face_landmarks.pde b/examples/HTTP/face_landmarks/face_landmarks.pde new file mode 100644 index 0000000..66bef30 --- /dev/null +++ b/examples/HTTP/face_landmarks/face_landmarks.pde @@ -0,0 +1,67 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// original example by Joel Matthys @jwmatthys, adapted by George Profenza + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// This array will hold all the humans detected +JSONObject data; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + fill(9,130,250); + noStroke(); + // setup Runway + runway = new RunwayHTTP(this); +} + +void draw(){ + background(0); + // use the utiliy class to draw PoseNet parts + if(data != null){ + JSONArray landmarks = data.getJSONArray("points"); + if (landmarks != null) + { + for (int k = 0; k < landmarks.size(); k++) { + // Body parts are relative to width and weight of the input + JSONArray point = landmarks.getJSONArray(k); + float x = point.getFloat(0); + float y = point.getFloat(1); + ellipse(x * width, y * height, 10, 10); + } + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/OSC/PoseNetBasics/PoseNetBasics.pde b/examples/OSC/PoseNetBasics/PoseNetBasics.pde index 5e5e38a..2bb66a9 100644 --- a/examples/OSC/PoseNetBasics/PoseNetBasics.pde +++ b/examples/OSC/PoseNetBasics/PoseNetBasics.pde @@ -27,7 +27,6 @@ // import OSC libraries import oscP5.*; -import netP5.*; // import Runway library import com.runwayml.*; // reference to runway instance diff --git a/examples/OSC/face_landmarks/face_landmarks.pde b/examples/OSC/face_landmarks/face_landmarks.pde new file mode 100644 index 0000000..e8c4289 --- /dev/null +++ b/examples/OSC/face_landmarks/face_landmarks.pde @@ -0,0 +1,68 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// original example by Joel Matthys @jwmatthys, adapted by George Profenza +// import OSC library +import oscP5.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +// This array will hold all the humans detected +JSONObject data; + +void setup(){ + // match sketch size to default model camera setup + size(600,400); + fill(9,130,250); + noStroke(); + // setup Runway + runway = new RunwayOSC(this); +} + +void draw(){ + background(0); + // use the utiliy class to draw PoseNet parts + if(data != null){ + JSONArray landmarks = data.getJSONArray("points"); + if (landmarks != null) + { + for (int k = 0; k < landmarks.size(); k++) { + // Body parts are relative to width and weight of the input + JSONArray point = landmarks.getJSONArray(k); + float x = point.getFloat(0); + float y = point.getFloat(1); + ellipse(x * width, y * height, 10, 10); + } + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} From b82635603480a504fa936cd4619982e3b82db73e Mon Sep 17 00:00:00 2001 From: George Profenza Date: Tue, 24 Sep 2019 21:47:43 +0100 Subject: [PATCH 24/55] added attnGAN example --- examples/HTTP/attnGANBasics/attnGANBasics.pde | 51 +++++++++++++ examples/HTTP/attnGANPrompt/attnGANPrompt.pde | 72 +++++++++++++++++++ examples/OSC/attnGANBasics/attnGANBasics.pde | 51 +++++++++++++ 3 files changed, 174 insertions(+) create mode 100644 examples/HTTP/attnGANBasics/attnGANBasics.pde create mode 100644 examples/HTTP/attnGANPrompt/attnGANPrompt.pde create mode 100644 examples/OSC/attnGANBasics/attnGANBasics.pde diff --git a/examples/HTTP/attnGANBasics/attnGANBasics.pde b/examples/HTTP/attnGANBasics/attnGANBasics.pde new file mode 100644 index 0000000..e3eead1 --- /dev/null +++ b/examples/HTTP/attnGANBasics/attnGANBasics.pde @@ -0,0 +1,51 @@ +// Copyright (C) 2019 Runway ML Examples +// +// This file is part of Runway ML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// AttnGAN Demo +// Send OSC text messages to Runway and generate images +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The caption to send +String data = "{ \"caption\": \"a blue ocean\"}"; + +void setup() { + size(256, 256); + frameRate(25); + // setup Runway + runway = new RunwayHTTP(this); + // don't send messages to Runway continuously + runway.setAutoUpdate(false); +} + +void draw() { + background(0); + text("press 's' to send text to Runway",5,15); +} + +void keyPressed() { + if(key == 's'){ + runway.query(data); + } +} diff --git a/examples/HTTP/attnGANPrompt/attnGANPrompt.pde b/examples/HTTP/attnGANPrompt/attnGANPrompt.pde new file mode 100644 index 0000000..21f4c5e --- /dev/null +++ b/examples/HTTP/attnGANPrompt/attnGANPrompt.pde @@ -0,0 +1,72 @@ +// Copyright (C) 2019 Runway ML Examples +// +// This file is part of Runway ML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// AttnGAN Demo +// Send OSC text messages to Runway and generate images +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// result image will be stored here +PImage runwayResult; + +void setup() { + size(256, 256); + frameRate(25); + // setup Runway + runway = new RunwayHTTP(this); + // don't send messages to Runway continuously + runway.setAutoUpdate(false); +} + +void draw() { + background(0); + if(runwayResult != null){ + image(runwayResult,0,0); + } + text("press 's' to send text to Runway",5,15); +} + +void keyPressed() { + if(key == 's'){ + String caption = (String)javax.swing.JOptionPane.showInputDialog(frame, "Text", "AttnGAN Input Text", javax.swing.JOptionPane.PLAIN_MESSAGE); + if(caption != null){ + runway.query("{ \"caption\": \""+ caption +"\"}"); + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("result"); + // try to decode the image from + try{ + PImage result = ModelUtils.fromBase64(base64ImageString); + if(result != null){ + runwayResult = result; + } + }catch(Exception e){ + e.printStackTrace(); + } +} diff --git a/examples/OSC/attnGANBasics/attnGANBasics.pde b/examples/OSC/attnGANBasics/attnGANBasics.pde new file mode 100644 index 0000000..1821cdc --- /dev/null +++ b/examples/OSC/attnGANBasics/attnGANBasics.pde @@ -0,0 +1,51 @@ +// Copyright (C) 2019 Runway ML Examples +// +// This file is part of Runway ML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// AttnGAN Demo +// Send OSC text messages to Runway and generate images +// Import OSC +import oscP5.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +// The caption to send +String data = "{ \"caption\": \"a blue ocean\"}"; + +void setup() { + size(400, 350); + frameRate(25); + // setup Runway + runway = new RunwayOSC(this); +} + +void draw() { + background(0); + text("press 's' to send text to Runway",5,15); +} + +void keyPressed() { + if(key == 's'){ + runway.query(data); + } +} From 854fb7c67c65c77dd348886682c047453aeed1be Mon Sep 17 00:00:00 2001 From: George Profenza Date: Tue, 24 Sep 2019 22:04:15 +0100 Subject: [PATCH 25/55] added GPT-2 OSC and HTTP examples --- examples/GPT2/GPT2.pde | 110 ++++++++++++++++++++++++++++++++++++ examples/OSC/GPT2/GPT2.pde | 111 +++++++++++++++++++++++++++++++++++++ 2 files changed, 221 insertions(+) create mode 100644 examples/GPT2/GPT2.pde create mode 100644 examples/OSC/GPT2/GPT2.pde diff --git a/examples/GPT2/GPT2.pde b/examples/GPT2/GPT2.pde new file mode 100644 index 0000000..acdd457 --- /dev/null +++ b/examples/GPT2/GPT2.pde @@ -0,0 +1,110 @@ +// Copyright (C) 2019 Runway ML Examples +// +// This file is part of Runway ML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with Runway. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// import controlp5 +import controlP5.*; +//create controlP5 instance +ControlP5 cp5; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +String textValue = ""; +String text_output; +JSONObject data; +JSONObject json_message; +String json_output; + +void setup() { + //create canvas + size(900,700); + + // setup Runway + runway = new RunwayHTTP(this); + // don't send data at the end of each frame automatically + runway.setAutoUpdate(false); + + //create a font + PFont font = createFont("arial",20); + + cp5 = new ControlP5(this); + //definetextField + cp5.addTextfield("input") + .setPosition(20,40) + .setSize(200,40) + .setFont(font) + .setFocus(true) + .setColor(color(0,255,0)) + ; + + + textFont(font); +} + +void draw() { + //create black background + background(0); + fill(255); + + //display the text we are writing to the screen + text(cp5.get(Textfield.class,"input").getText(), 20,180); + + //get the returned results and display them on the interface + text(textValue, 20,80); + if(text_output != null){ + fill(255); + stroke(255); + textSize(12); + text(text_output, 320, 10, 400, height); + } +} + + +//clear the text field after input +void clear() { + cp5.get(Textfield.class,"textValue").clear(); +} + +//send the text from ou interface to RunwayML +void input(String theText) { + //create json object + json_message = new JSONObject(); + + //add the text from the textfield and seed + json_message.setString("prompt", theText); + json_message.setInt("seed", 1); + print(json_message); + json_output = json_message.toString(); + + //send the message to RunwayML + runway.query(json_message.format(-1)); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; + //get the value of the "text" key + text_output = data.getString("text"); +} diff --git a/examples/OSC/GPT2/GPT2.pde b/examples/OSC/GPT2/GPT2.pde new file mode 100644 index 0000000..24b5a62 --- /dev/null +++ b/examples/OSC/GPT2/GPT2.pde @@ -0,0 +1,111 @@ +// Copyright (C) 2019 Runway ML Examples +// +// This file is part of Runway ML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with Runway. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// import controlp5 +import controlP5.*; +//create controlP5 instance +ControlP5 cp5; + +//import oscP5 +import oscP5.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayOSC runway; + +String textValue = ""; +String text_output; +JSONObject data; +JSONObject json_message; +String json_output; + +void setup() { + //create canvas + size(900,700); + + // setup Runway + runway = new RunwayOSC(this); + + //create a font + PFont font = createFont("arial",20); + + cp5 = new ControlP5(this); + //definetextField + cp5.addTextfield("input") + .setPosition(20,40) + .setSize(200,40) + .setFont(font) + .setFocus(true) + .setColor(color(0,255,0)) + ; + + + textFont(font); +} + +void draw() { + //create black background + background(0); + fill(255); + + //display the text we are writing to the screen + text(cp5.get(Textfield.class,"input").getText(), 20,180); + + //get the returned results and display them on the interface + text(textValue, 20,80); + if(text_output != null){ + fill(255); + stroke(255); + textSize(12); + text(text_output, 320, 10, 400, height); + } +} + + +//clear the text field after input +void clear() { + cp5.get(Textfield.class,"textValue").clear(); +} + +//send the text from ou interface to RunwayML +void input(String theText) { + //create json object + json_message = new JSONObject(); + + //add the text from the textfield and seed + json_message.setString("prompt", theText); + json_message.setInt("seed", 1); + print(json_message); + json_output = json_message.toString(); + + //send the message to RunwayML + runway.query(json_message.format(-1)); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; + //get the value of the "text" key + text_output = data.getString("text"); +} From eae8470b99a997d96b5cad0a8c23180c041abac7 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Tue, 24 Sep 2019 22:59:33 +0100 Subject: [PATCH 26/55] added COCO-SSD HTTP example --- examples/HTTP/COCO_SSD/COCO_SSD.pde | 130 ++++++++++++++++++++++++++++ examples/{ => HTTP}/GPT2/GPT2.pde | 0 2 files changed, 130 insertions(+) create mode 100644 examples/HTTP/COCO_SSD/COCO_SSD.pde rename examples/{ => HTTP}/GPT2/GPT2.pde (100%) diff --git a/examples/HTTP/COCO_SSD/COCO_SSD.pde b/examples/HTTP/COCO_SSD/COCO_SSD.pde new file mode 100644 index 0000000..85b69e1 --- /dev/null +++ b/examples/HTTP/COCO_SSD/COCO_SSD.pde @@ -0,0 +1,130 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// COCO-SSD Demo: +// Receive HTTP messages from Runway +// Running COCO-SSD model + +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// reference to the camera +Capture camera; + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +// takes about 2-25s (2000-2500ms) for Runway to process a 600x400 im2txt frame on an older CPU +int waitTime = 2500; + +void setup() { + size(600, 400); + frameRate(3); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw() { + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + background(0); + // draw webcam image + image(camera,0,0); + + // Display captions + drawCaptions(); +} + + +// A function to display the captions +void drawCaptions() { + // if no data is loaded yet, exit + if(data == null){ + return; + } + println(data); + // access boxes and labels JSON arrays within the result + JSONArray boxes = data.getJSONArray("boxes"); + JSONArray labels = data.getJSONArray("labels"); + // as long the array sizes match + if(boxes.size() == labels.size()){ + // for each array element + for(int i = 0 ; i < boxes.size(); i++){ + + String label = labels.getString(i); + JSONArray box = boxes.getJSONArray(i); + // extract values from the float array + float x = box.getFloat(0) * width; + float y = box.getFloat(1) * height; + float w = (box.getFloat(2) * width) - x; + float h = (box.getFloat(3) * height) - y; + // display bounding boxes + noFill(); + rect(x,y,w,h); + fill(255); + text(label,x,y); + } + + } +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/GPT2/GPT2.pde b/examples/HTTP/GPT2/GPT2.pde similarity index 100% rename from examples/GPT2/GPT2.pde rename to examples/HTTP/GPT2/GPT2.pde From 3e273d062e79687cf86edcbf996a1ec2c2c6446f Mon Sep 17 00:00:00 2001 From: George Profenza Date: Thu, 26 Sep 2019 00:41:46 +0100 Subject: [PATCH 27/55] added BigGAN HTTP example --- examples/HTTP/BigGAN/BigGAN.pde | 106 ++++++++++++++++++++++++++++++++ 1 file changed, 106 insertions(+) create mode 100644 examples/HTTP/BigGAN/BigGAN.pde diff --git a/examples/HTTP/BigGAN/BigGAN.pde b/examples/HTTP/BigGAN/BigGAN.pde new file mode 100644 index 0000000..e3cd0b5 --- /dev/null +++ b/examples/HTTP/BigGAN/BigGAN.pde @@ -0,0 +1,106 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// BigGAN Demo: +// Receive HTTP messages from Runway +// Running BigGAN + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// Storage for received Runway image data +PImage runwayResult; + +// example input vector +String[] categories; +int categoryIndex; +String category = "tiger, Panthera tigris"; +String z = "[0.7724706985220299,-0.4935352445386155,0.2593357840584296,-0.05743993482325836,0.12922740189943813,-0.060854071580116284,0.07779830974178048,0.18591635221794583,0.09204426513037678,0.268461073932552,-0.14970301672565567,0.03862303139078582,0.07271976281960693,0.007121388855950386,-0.5069413947533913,-0.3016005623282333,-0.2920439260204202,0.0295308185555595,0.16109896520491807,0.7723146038226892,0.11192404162410646,-0.8726172013185323,0.29947722555274314,0.026325803732270055,0.6236836525482027,-0.372698611973506,-0.05011597055774075,0.3660891904537052,0.25454821768290364,-0.6378830373939408,0.5215835565314639,0.3318826133990969,0.10021523540248883,0.14069006313433852,-0.38841455340610725,0.5985318346184829,0.013850558924667838,0.2854599746774973,-0.3341204895186766,-0.4755360858115585,-0.02342583193809257,-0.07100704662583471,-0.11419099265351242,0.2105769109992658,-0.3679241862481314,0.1710232283991349,-0.19673291892127817,0.4601336381707294,0.016799314952714136,0.32061601187616756,0.07927030386199643,-0.3091743644373721,-0.4562185027283634,0.4181295648821426,-0.4263505103385551,-0.2555957058426298,0.3870287193853762,0.19119020483648722,0.458403869615646,-0.3086904491088613,-0.6981333194280939,0.41109764683152983,-0.030187214371002274,0.18437403028970195,0.23492772479034263,-0.4795481034726173,-0.1632641132816952,0.4028936323088781,-0.006844683102349605,-0.020974318581923376,0.49665969611449967,-0.07669994829341059,-0.08075611451693354,0.05059452457912972,0.1269498344771861,0.226235960163477,0.2615467208420373,-0.7571567903391764,-0.24550549778162034,-0.23809037646188924,-0.014359179879207887,0.32586786327073414,-0.10340666918821795,-0.45584681163743856,0.10399542736170442,-0.2141247756958835,0.21001790249356353,0.13962871777427782,0.01615356911672447,-0.5676829745278167,-0.32422784609220023,-0.2796470245062035,-0.04064660459311962,0.2354834772004773,-0.21663294994273885,-0.1576731670876877,0.39628375714654224,0.2908319752122952,-0.30473026166065076,-0.3946504032852317,0.5397363017624044,0.40991068583696294,0.6025498951409232,-0.27893581171240944,0.26376608238660637,-0.37149186635243897,-0.16643279259996024,0.05066529520523722,0.17628791083318915,0.14736760837688206,0.02222836588745039,-0.24714092995513795,-0.019522288876607247,-0.23830087746793802,0.3489243241854584,0.31710870136528924,-0.36014639076417326,0.24290714807418015,0.003521384072587279,0.4394382985702696,-0.1593721594350416,0.09790779287771165,-0.21306143680434336,0.22204710067614605,-0.005431850712497521,0.3446260435686303,0.03810049055705578,-0.35938716082257766,0.0798418187615908,-0.20540713892642465,-0.26576984965373646,-0.4476687138908696,0.016813515206818293,-0.47106624874439573,-0.10211071768405018,0.4499661044048413,-0.30550018883475755,-0.26409452989423443,0.8031365137371466,-0.3680150738025804]"; + +void setup() { + size(256, 256); + frameRate(3); + fill(255); + + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); +} + +void draw() { + background(0); + + // display result (if any) + if(runwayResult != null){ + image(runwayResult,0,0); + } + + // display instructions + text("press SPACE to request an image\npress 's' to save it disk\npress LEFT/RIGHT to change category\n"+category,5,15); +} + +void keyPressed(){ + if(keyCode == LEFT && categoryIndex > 0){ + categoryIndex--; + category = categories[categoryIndex]; + } + if(keyCode == RIGHT && categoryIndex < categories.length - 1){ + categoryIndex++; + category = categories[categoryIndex]; + } + if(key == ' '){ + // query a set vector + String input = "{\"z\":"+z+",\"category\":\""+category+"\"}"; + runway.query(input); + } + if(key == 's' && runwayResult != null){ + runwayResult.save(dataPath("result.png")); + } +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info.format(-1)); + categories = info.getJSONArray("inputs").getJSONObject(0).getJSONArray("oneOf").getStringArray(); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("generatedOutput"); + // try to decode the image from + try{ + PImage result = ModelUtils.fromBase64(base64ImageString); + if(result != null){ + runwayResult = result; + } + }catch(Exception e){ + e.printStackTrace(); + } +} From 84c02c9cdbfc3f2babe6561581c370b6cbd67db2 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Thu, 26 Sep 2019 00:42:10 +0100 Subject: [PATCH 28/55] added StyleGAN HTTP example --- examples/HTTP/StyleGAN/StyleGAN.pde | 87 +++++++++++++++++++++++++++++ 1 file changed, 87 insertions(+) create mode 100644 examples/HTTP/StyleGAN/StyleGAN.pde diff --git a/examples/HTTP/StyleGAN/StyleGAN.pde b/examples/HTTP/StyleGAN/StyleGAN.pde new file mode 100644 index 0000000..4d0188e --- /dev/null +++ b/examples/HTTP/StyleGAN/StyleGAN.pde @@ -0,0 +1,87 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// StyleGAN Demo: +// Receive HTTP messages from Runway +// Running StyleGAN + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// Storage for received Runway image data +PImage runwayResult; + +// example input vector +String input = 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+ +void setup() { + size(512, 512); + frameRate(3); + fill(255); + + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); +} + +void draw() { + background(0); + + // display result (if any) + if(runwayResult != null){ + image(runwayResult,0,0); + } + + // display instructions + text("press SPACE to request an image\npress 's' to save it disk",5,15); +} + +void keyPressed(){ + if(key == ' '){ + // query a set vector + runway.query(input); + } + if(key == 's' && runwayResult != null){ + runwayResult.save(dataPath("result.png")); + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + PImage result = ModelUtils.fromBase64(base64ImageString); + if(result != null){ + runwayResult = result; + } + }catch(Exception e){ + e.printStackTrace(); + } +} From f4f0f4c8d03a3f73c664f5d899a4f4fd0fcaabe0 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Thu, 26 Sep 2019 09:12:20 +0100 Subject: [PATCH 29/55] added 3DDFA example --- examples/HTTP/Model3DDFA/Model3DDFA.pde | 126 ++++++++++++++++++++++++ 1 file changed, 126 insertions(+) create mode 100644 examples/HTTP/Model3DDFA/Model3DDFA.pde diff --git a/examples/HTTP/Model3DDFA/Model3DDFA.pde b/examples/HTTP/Model3DDFA/Model3DDFA.pde new file mode 100644 index 0000000..8b55f7d --- /dev/null +++ b/examples/HTTP/Model3DDFA/Model3DDFA.pde @@ -0,0 +1,126 @@ +// Copyright (C) 2019 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// 3DDFA Demo: +// Receive HTTP messages from Runway +// Running 3DDFA model +// example by by George Profenza + +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// store image results from Runway +PImage runwayResult; + +// reference to the camera +Capture camera; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // change default black stroke + stroke(9,130,250); + strokeWeight(3); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); +} + +void draw(){ + background(0); + // draw webcam image + image(camera,0,0,600,400); + // display Runway result if available + if(runwayResult != null){ + image(runwayResult,600,0,600,400); + } + // display instructions + text("press '1' to request Pose\n"+ + "press '2' to request Depth\n"+ + "press '3' to request Points\n"+ + "press '4' to request Skin",5,15); +} + +void keyPressed(){ + if(key == '1'){ + sendFrameToRunway("pose"); + } + if(key == '2'){ + sendFrameToRunway("depth"); + } + if(key == '3'){ + sendFrameToRunway("points"); + } + if(key == '4'){ + sendFrameToRunway("skin"); + } +} + +void sendFrameToRunway(String outputType){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + JSONObject input = new JSONObject(); + input.setString("content_image",ModelUtils.toBase64(image,ModelUtils.IMAGE_FORMAT_JPG)); + input.setString("output_type",outputType); + // send input to Runway + runway.query(input.format(-1)); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + PImage result = ModelUtils.fromBase64(base64ImageString); + if(result != null){ + runwayResult = result; + } + }catch(Exception e){ + e.printStackTrace(); + } +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From f51bcaa6ea6808d8571e97769cb5df7fd1af53f3 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Thu, 26 Sep 2019 21:54:15 +0100 Subject: [PATCH 30/55] added OpenPifPaf example --- .../HTTP/OpenPifPafFull/OpenPifPafFull.pde | 167 ++++++++++++++++++ 1 file changed, 167 insertions(+) create mode 100644 examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde diff --git a/examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde b/examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde new file mode 100644 index 0000000..5c59f95 --- /dev/null +++ b/examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde @@ -0,0 +1,167 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PoseNet Demo: +// Receive OSC messages from Runway +// Running PoseNet model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// This array will hold all the humans detected +JSONArray humans; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +// OpenPifPaf 6.5-7.0 seconds on CPU to process a frame +int waitTime = 7000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1640,666); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,640,0); + } + // draw camera feed + image(camera,0,0); + // manually draw PoseNet parts + drawOpenPifPafParts(humans); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +void drawOpenPifPafParts(JSONArray humans){ + // Only if there are any humans detected + if (humans != null) { + for(int h = 0; h < humans.size(); h++) { + JSONObject human = humans.getJSONObject(h); + JSONArray keypoints = human.getJSONArray("keypoints"); + JSONArray boundingBox = human.getJSONArray("bbox"); + // Now that we have one human, let's draw its body parts + noStroke(); + fill(BLUE); + // iterate through keypoints: a 1D array of alternating x1,y1,score1,x2,y2,score2,etc. + for(int k = 0 ; k < keypoints.size() - 1; k += 3){ + float x = keypoints.getFloat(k); + float y = keypoints.getFloat(k + 1); + //float score = keypoints.getFloat(k + 2); + // if keypoints have been found, render + if(x != 0.0 && y != 0.0){ + ellipse(x,y,9,9); + } + } + // render bounding box + stroke(BLUE); + strokeWeight(3); + noFill(); + rect(boundingBox.getFloat(0),boundingBox.getFloat(1),boundingBox.getFloat(2),boundingBox.getFloat(3)); + } + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + //if(result != null){ + // runwayResult = result; + // runwayResult.save(dataPath("test.png")); + // println(runwayResult.width,runwayResult.height); + //} + }catch(Exception e){ + e.printStackTrace(); + } + // get keypoints + try{ + humans = JSONArray.parse(runwayData.getString("keypoints")); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From c5fcb4986ff373d648ba6d69a2e9eb5205e53d48 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Thu, 26 Sep 2019 22:15:15 +0100 Subject: [PATCH 31/55] added CycleGAN example --- examples/HTTP/CycleGAN/CycleGAN.pde | 125 ++++++++++++++++++ .../HTTP/OpenPifPafFull/OpenPifPafFull.pde | 5 - 2 files changed, 125 insertions(+), 5 deletions(-) create mode 100644 examples/HTTP/CycleGAN/CycleGAN.pde diff --git a/examples/HTTP/CycleGAN/CycleGAN.pde b/examples/HTTP/CycleGAN/CycleGAN.pde new file mode 100644 index 0000000..91450fd --- /dev/null +++ b/examples/HTTP/CycleGAN/CycleGAN.pde @@ -0,0 +1,125 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// CycleGAN +// Receive OSC messages from Runway +// Running CycleGAN model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// This array will hold all the humans detected +JSONArray humans; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} diff --git a/examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde b/examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde index 5c59f95..21bb59e 100644 --- a/examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde +++ b/examples/HTTP/OpenPifPafFull/OpenPifPafFull.pde @@ -139,11 +139,6 @@ void runwayDataEvent(JSONObject runwayData){ // try to decode the image from try{ runwayResult = ModelUtils.fromBase64(base64ImageString); - //if(result != null){ - // runwayResult = result; - // runwayResult.save(dataPath("test.png")); - // println(runwayResult.width,runwayResult.height); - //} }catch(Exception e){ e.printStackTrace(); } From 773c400e703626530ab3ec2d57b776e5bb1c8b5d Mon Sep 17 00:00:00 2001 From: George Profenza Date: Thu, 26 Sep 2019 22:15:47 +0100 Subject: [PATCH 32/55] added YOLACT example --- examples/HTTP/YOLACT/YOLACT.pde | 125 ++++++++++++++++++++++++++++++++ 1 file changed, 125 insertions(+) create mode 100644 examples/HTTP/YOLACT/YOLACT.pde diff --git a/examples/HTTP/YOLACT/YOLACT.pde b/examples/HTTP/YOLACT/YOLACT.pde new file mode 100644 index 0000000..6cd7147 --- /dev/null +++ b/examples/HTTP/YOLACT/YOLACT.pde @@ -0,0 +1,125 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// YOLACT +// Receive HTTP messages from Runway +// Running YOLACT model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// This array will hold all the humans detected +JSONArray humans; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 2000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image,ModelUtils.IMAGE_FORMAT_JPG,"input_image"); +} + + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("output_image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 75358697442e0d4e01fcb657cc5370727a2e41b6 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Fri, 27 Sep 2019 17:21:30 +0100 Subject: [PATCH 33/55] added cnOCR example --- examples/HTTP/cnOCR/cnOCR.pde | 82 +++++++++++++++++++++++++++++++++++ 1 file changed, 82 insertions(+) create mode 100644 examples/HTTP/cnOCR/cnOCR.pde diff --git a/examples/HTTP/cnOCR/cnOCR.pde b/examples/HTTP/cnOCR/cnOCR.pde new file mode 100644 index 0000000..a9c3097 --- /dev/null +++ b/examples/HTTP/cnOCR/cnOCR.pde @@ -0,0 +1,82 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// cnOCR Demo: +// Receive HTTP messages from Runway +// Running cnOCR model +// example by George Profenza + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +void setup() { + size(500, 300); + frameRate(3); + fill(255); + // setup Runway + runway = new RunwayHTTP(this); +} + +void draw() { + background(0); + + // Display captions + drawResult(); +} + + +// A function to display the captions +void drawResult() { + // Only if there are any captions + if (data != null) { + // a single string to hold all characters + String results = ""; + // access Runway data + JSONArray characters = data.getJSONArray("characters"); + // for each element in the erray + for(int i = 0 ; i < characters.size(); i++){ + // access each sub-array + JSONArray characterData = characters.getJSONArray(i); + // for each string in the subarray + for(int j = 0 ; j < characterData.size(); j++){ + // append the string + results += characterData.getString(j); + // if there are more characters, space them + if(j < characterData.size()) { + results += ' '; + } + } + } + text(results, 100, 100); + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} From bea2160f6169bf1b2bb73adf764076dfd341df3f Mon Sep 17 00:00:00 2001 From: George Profenza Date: Fri, 27 Sep 2019 17:22:04 +0100 Subject: [PATCH 34/55] added DenseCap example --- examples/HTTP/DenseCap/DenseCap.pde | 126 ++++++++++++++++++++++++++++ 1 file changed, 126 insertions(+) create mode 100644 examples/HTTP/DenseCap/DenseCap.pde diff --git a/examples/HTTP/DenseCap/DenseCap.pde b/examples/HTTP/DenseCap/DenseCap.pde new file mode 100644 index 0000000..261aa5b --- /dev/null +++ b/examples/HTTP/DenseCap/DenseCap.pde @@ -0,0 +1,126 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// COCO-SSD Demo: +// Receive HTTP messages from Runway +// Running COCO-SSD model + +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// reference to the camera +Capture camera; + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +void setup() { + size(600, 400); + frameRate(3); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw() { + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + background(0); + // draw webcam image + image(camera,0,0); + + // Display captions + drawCaptions(); +} + + +// A function to display the captions +void drawCaptions() { + // if no data is loaded yet, exit + if(data == null){ + return; + } + println(data); + // access boxes and labels JSON arrays within the result + JSONArray results = data.getJSONArray("results"); + // for each array element + for(int i = 0 ; i < results.size(); i++){ + JSONObject result = results.getJSONObject(i); + + String className = result.getString("class"); + float score = result.getFloat("score"); + JSONArray box = result.getJSONArray("bbox"); + // extract values from the float array + float x = box.getFloat(0); + float y = box.getFloat(1); + float w = box.getFloat(2); + float h = box.getFloat(3); + // display bounding boxes + noFill(); + rect(x,y,w,h); + fill(255); + text(className + " score: " + String.format("%.2f",score),x,y); + } +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} From cb2eed3e0364984059f5079b3aa99ca76fa7c4c0 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Fri, 27 Sep 2019 18:04:53 +0100 Subject: [PATCH 35/55] added Face Recognition examples --- .../Face_Recognition_Detect.pde | 125 ++++++++++++++ .../Face_Recognition_Identify.pde | 160 ++++++++++++++++++ 2 files changed, 285 insertions(+) create mode 100644 examples/HTTP/Face_Recognition_Detect/Face_Recognition_Detect.pde create mode 100644 examples/HTTP/Face_Recognition_Identify/Face_Recognition_Identify.pde diff --git a/examples/HTTP/Face_Recognition_Detect/Face_Recognition_Detect.pde b/examples/HTTP/Face_Recognition_Detect/Face_Recognition_Detect.pde new file mode 100644 index 0000000..72f2e1d --- /dev/null +++ b/examples/HTTP/Face_Recognition_Detect/Face_Recognition_Detect.pde @@ -0,0 +1,125 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// COCO-SSD Demo: +// Receive HTTP messages from Runway +// Running COCO-SSD model + +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// reference to the camera +Capture camera; + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +void setup() { + size(600, 400); + frameRate(3); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw() { + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + background(0); + // draw webcam image + image(camera,0,0); + + // Display captions + drawCaptions(); +} + + +// A function to display the captions +void drawCaptions() { + // if no data is loaded yet, exit + if(data == null){ + return; + } + println(data); + // access boxes and labels JSON arrays within the result + JSONArray results = data.getJSONArray("results"); + // for each array element + for(int i = 0 ; i < results.size(); i++){ + JSONObject result = results.getJSONObject(i); + + String className = result.getString("class"); + JSONArray box = result.getJSONArray("bbox"); + // extract values from the float array + float x = box.getFloat(0); + float y = box.getFloat(1); + float w = box.getFloat(2); + float h = box.getFloat(3); + // display bounding boxes + noFill(); + rect(x,y,w,h); + fill(255); + text(className,x,y); + } +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway with webcam image + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} diff --git a/examples/HTTP/Face_Recognition_Identify/Face_Recognition_Identify.pde b/examples/HTTP/Face_Recognition_Identify/Face_Recognition_Identify.pde new file mode 100644 index 0000000..2a873e4 --- /dev/null +++ b/examples/HTTP/Face_Recognition_Identify/Face_Recognition_Identify.pde @@ -0,0 +1,160 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// COCO-SSD Demo: +// Receive HTTP messages from Runway +// Running COCO-SSD model + +// import video library +import processing.video.*; +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +// The data coming in from Runway as a JSON Object {} +JSONObject data; + +// reference to the camera +Capture camera; + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +PImage labelImage; + +void setup() { + size(1200, 400); + frameRate(3); + fill(255); + stroke(255); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw() { + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + background(0); + // draw input image (if any) + if(labelImage != null){ + image(labelImage,600,0); + } + // draw webcam image + image(camera,0,0); + + // Display captions + drawCaptions(); + + // Display instructions + text("press SPACE to select an input image",5,15); +} + +void keyPressed(){ + if(key == ' '){ + selectInput("Select a file to process:", "fileSelected"); + } +} + +void fileSelected(File selection) { + if (selection == null) { + println("Window was closed or the user hit cancel."); + } else { + println("selected " + selection.getAbsolutePath()); + labelImage = loadImage(selection.getAbsolutePath()); + // resize image to 600x400 + labelImage.resize(600,400); + } +} + +// A function to display the captions +void drawCaptions() { + // if no data is loaded yet, exit + if(data == null){ + return; + } + println(data); + // access boxes and labels JSON arrays within the result + JSONArray results = data.getJSONArray("results"); + // for each array element + for(int i = 0 ; i < results.size(); i++){ + JSONObject result = results.getJSONObject(i); + + String className = result.getString("class"); + JSONArray box = result.getJSONArray("bbox"); + // extract values from the float array + float x = box.getFloat(0); + float y = box.getFloat(1); + float w = box.getFloat(2); + float h = box.getFloat(3); + // display bounding boxes + noFill(); + rect(x,y,w,h); + fill(255); + text(className,x,y); + } +} + +void sendFrameToRunway(){ + // if there's no input image, don't send anything + if(labelImage == null){ + return; + } + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage inputImage = camera.get(0,0,600,400); + // prepare input JSON object + JSONObject input = new JSONObject(); + input.setString("input_image",ModelUtils.toBase64(inputImage)); + input.setString("label_image",ModelUtils.toBase64(labelImage)); + // request 75% match + input.setFloat("match_tolerance",0.75); + // query Runway with webcam image and input image + runway.query(input.format(-1)); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + data = runwayData; +} From 21a61a3158ffefdb68b15a77c838b2b89a79831a Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:04:15 +0100 Subject: [PATCH 36/55] added PhotoSketch example --- examples/HTTP/PhotoSketch/PhotoSketch.pde | 124 ++++++++++++++++++++++ 1 file changed, 124 insertions(+) create mode 100644 examples/HTTP/PhotoSketch/PhotoSketch.pde diff --git a/examples/HTTP/PhotoSketch/PhotoSketch.pde b/examples/HTTP/PhotoSketch/PhotoSketch.pde new file mode 100644 index 0000000..edfd7f5 --- /dev/null +++ b/examples/HTTP/PhotoSketch/PhotoSketch.pde @@ -0,0 +1,124 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// PhotoSketch +// Receive HTTP messages from Runway +// Running PhotoSketch model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +String category = "person"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway + runway.query(image,ModelUtils.IMAGE_FORMAT_JPG,"input"); +} + + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("output"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 1d6d5de4781c86f75de0561ca7d16d2ac3db879e Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:04:34 +0100 Subject: [PATCH 37/55] added DeOldify example --- examples/HTTP/DeOldify/DeOldify.pde | 80 ++++++++++++++++++++ examples/HTTP/DeOldify/data/GraceHopper.jpg | Bin 0 -> 74723 bytes 2 files changed, 80 insertions(+) create mode 100644 examples/HTTP/DeOldify/DeOldify.pde create mode 100644 examples/HTTP/DeOldify/data/GraceHopper.jpg diff --git a/examples/HTTP/DeOldify/DeOldify.pde b/examples/HTTP/DeOldify/DeOldify.pde new file mode 100644 index 0000000..30bc7f2 --- /dev/null +++ b/examples/HTTP/DeOldify/DeOldify.pde @@ -0,0 +1,80 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// DeOldify Demo: +// Receive HTTP messages from Runway +// Running DeOldify model +// example by George Profenza +// image credits: Courtesy of the Computer History Museum, source: https://news.yale.edu/2017/02/10/grace-murray-hopper-1906-1992-legacy-innovation-and-service + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage inputImage; +PImage outputImage; + +String status = ""; + +void setup() { + size(1150, 334); + noSmooth(); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // load example image: feel free to replace with yours + inputImage = loadImage("GraceHopper.jpg"); +} + +void draw() { + background(0); + // draw input image (if any) + if(outputImage != null){ + image(outputImage,575,0); + } + // draw webcam image + image(inputImage,0,0); + // draw instructions + text("press SPACE to send image to Runway\n" + status,5,15); +} + +void keyPressed(){ + if(key == ' '){ + status = "processing data"; + // send inputImage to Runway + runway.query(inputImage); + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // extract Base64 encoded image from JSON object and decode it to a PImage + try{ + outputImage = ModelUtils.fromBase64(runwayData.getString("image")); + status = "processing complete"; + }catch(Exception e){ + println("error parsing runway Data:\n" + runwayData.format(-1)); + e.printStackTrace(); + } +} diff --git a/examples/HTTP/DeOldify/data/GraceHopper.jpg b/examples/HTTP/DeOldify/data/GraceHopper.jpg new file mode 100644 index 0000000000000000000000000000000000000000..98883ac754c7e68ad456579cf73dca6656941079 GIT binary patch literal 74723 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zq-A4${jnCe^eyAJHz>JAm%Xgw{{XX&6)2`Odv$F;4+y?IQjU-Y4`>ShM~7p$Yrg{%k2kDL-A$#NsKYd#v-9+r9q) WmE(|o>jxI%LbSfUw< Date: Sat, 28 Sep 2019 12:04:56 +0100 Subject: [PATCH 38/55] added ImageSuperResolution example --- .../ImageSuperResolution.pde | 80 ++++++++++++++++++ .../data/white-tiger-128x128.jpg | Bin 0 -> 14465 bytes 2 files changed, 80 insertions(+) create mode 100644 examples/HTTP/ImageSuperResolution/ImageSuperResolution.pde create mode 100644 examples/HTTP/ImageSuperResolution/data/white-tiger-128x128.jpg diff --git a/examples/HTTP/ImageSuperResolution/ImageSuperResolution.pde b/examples/HTTP/ImageSuperResolution/ImageSuperResolution.pde new file mode 100644 index 0000000..a944fc2 --- /dev/null +++ b/examples/HTTP/ImageSuperResolution/ImageSuperResolution.pde @@ -0,0 +1,80 @@ +// Copyright (C) 2019 RunwayML Examples +// +// This file is part of RunwayML Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAYML +// www.runwayml.com + +// Image Super Resolution Demo: +// Receive HTTP messages from Runway +// Running Image Super Resolution model +// example by George Profenza +// image credits: SuSuMa original source: https://en.wikipedia.org/wiki/White_tiger#/media/File:White-tiger-2407799_1280.jpg + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage inputImage; +PImage outputImage; + +String status = ""; + +void setup() { + size(1024, 512); + noSmooth(); + // setup Runway + runway = new RunwayHTTP(this); + // disable automatic polling: request data manually when a new frame is ready + runway.setAutoUpdate(false); + // load example image: feel free to replace with yours + inputImage = loadImage("white-tiger-128x128.jpg"); +} + +void draw() { + background(0); + // draw input image (if any) + if(outputImage != null){ + image(outputImage,512,0,512,512); + } + // draw webcam image + image(inputImage,0,0,512,512); + // draw instructions + text("press SPACE to send image to Runway\n" + status,5,15); +} + +void keyPressed(){ + if(key == ' '){ + status = "processing data"; + // send inputImage to Runway + runway.query(inputImage); + } +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // extract Base64 encoded image from JSON object and decode it to a PImage + try{ + outputImage = ModelUtils.fromBase64(runwayData.getString("upscaled")); + status = "processing complete"; + }catch(Exception e){ + println("error parsing runway Data:\n" + runwayData.format(-1)); + e.printStackTrace(); + } +} diff --git a/examples/HTTP/ImageSuperResolution/data/white-tiger-128x128.jpg b/examples/HTTP/ImageSuperResolution/data/white-tiger-128x128.jpg new file mode 100644 index 0000000000000000000000000000000000000000..2264169830b4a5695b508bff9ef0124cc6fa0ba3 GIT binary patch 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runwayDataEvent
is present it calls it passing inference data + * @param data + */ protected void dispatchData(JSONObject data){ // if the callback isn't null if (onDataEventMethod != null) { @@ -128,10 +139,6 @@ protected void dispatchData(JSONObject data){ } } - public void welcome() { - System.out.println("##library.name## ##library.prettyVersion## by ##author##"); - } - /** * return the version of the Library. * @@ -141,6 +148,11 @@ public static String version() { return VERSION; } + /** + * shorthand for drawing PoseNet parts into the sketch's default graphics buffer + * @param data - the JSONObject received from Runway + * @param ellipseSize - how large should joints be rendered + */ public void drawPoseNetParts(JSONObject data,float ellipseSize){ ModelUtils.drawPoseParts(data, parent.g, ellipseSize); } diff --git a/src/com/runwayml/RunwayHTTP.java b/src/com/runwayml/RunwayHTTP.java index c28c371..fb14c6d 100644 --- a/src/com/runwayml/RunwayHTTP.java +++ b/src/com/runwayml/RunwayHTTP.java @@ -14,29 +14,31 @@ public class RunwayHTTP extends Runway { - private static int HTTP_TIMEOUT_SECONDS = 90; - + // how many seconds to wait for a response from Runway before timeout + public static int HTTP_TIMEOUT_SECONDS = 90; + // Runway HTTP port public static final int PORT = 8000; - + // Runway routes public static final String QUERY = "/query"; public static final String DATA = "/data"; public static final String ERROR = "/error"; public static final String INFO = "/info"; - + // server address private String serverAddress; - + // update each frame or not ? private boolean autoUpdate = true; - + // cached client and mediaType, private OkHttpClient client; private MediaType mediaType = MediaType.parse("application/json"); /** - * a Constructor, usually called in the setup() method in your sketch to + * Constructor, usually called in the setup() method in your sketch to * initialize and start the Library. * * @param parent - the parent PApplet (usually
this
) */ public RunwayHTTP(PApplet parent) { + this.port = PORT; this.setupPApplet(parent); this.setup(); } @@ -48,7 +50,7 @@ public RunwayHTTP(PApplet parent) { * @param parent - the parent PApplet (usually
this
) * @param host - the IPv4 Address where Runway is running */ - public RunwayHTTP(PApplet parent,String host) { + public RunwayHTTP(PApplet parent, String host) { if(IPV4_PATTERN.matcher(host).matches()){ this.host = host; }else{ @@ -58,9 +60,25 @@ public RunwayHTTP(PApplet parent,String host) { this.setup(); } + public RunwayHTTP(PApplet parent, String host, int port){ + if(IPV4_PATTERN.matcher(host).matches()){ + this.host = host; + }else{ + System.out.println("invalid IPv4 address: " + host + " -> defaulting to " + host); + } + if(port >= 8000 && port < 65535){ + this.port = port; + }else{ + this.port = PORT; + System.out.println("invalid port: " + port + " -> (8000-65535 range) defaulting to " + PORT); + } + this.setupPApplet(parent); + this.setup(); + } + protected void setup(){ // concatenate server address (-route) - serverAddress = "http://" + host + ":" + PORT; + serverAddress = "http://" + host + ":" + port; // load info try { JSONObject info = parent.loadJSONObject(serverAddress + INFO); @@ -79,20 +97,27 @@ protected void setup(){ .build(); } + /** + * Don't call method directly The sketch calls this before each frame if
isAutoUpdating()
+ */ public void pre(){ update(); } + /** + * call
/error
and
/data
endpoints to retrieve new information from Runway + * + * calling
setAutoUpdate(true)
(true by default) automatically calls update() before each frame + */ public void update(){ // load error try { JSONObject error = parent.loadJSONObject(serverAddress + ERROR); // if there is error data - //TODO find a more elegant way of checking for errors - if(!error.get("error").toString().equals("null")){ -// // send data - //dispatchError(error.getString("error")); -// // TODO: detemine if error object is String / JSONObject / etc. + if(!error.isNull("error")){ + // send data +// dispatchError(error.getString("error")); +// // TODO: determine if error object is String / JSONObject / etc. dispatchError("error"); // no need to load data if there is an error return; @@ -122,6 +147,7 @@ public boolean isAutoUpdating() { } /** + * Call Runway before each frame or not ? * @param autoUpdate the value to set */ public void setAutoUpdate(boolean autoUpdate) { @@ -163,6 +189,7 @@ public void query(String input){ sendQuery(input); } + // do POST request to /QUERY private void sendQuery(String jsonPayload){ RequestBody body = RequestBody.create(mediaType,jsonPayload); From 3c38626a14504c6cd524ac818415109b35fdd9be Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 29 Sep 2019 23:17:55 +0100 Subject: [PATCH 50/55] updated README --- README.md | 148 +++++++++--------- assets/cover_runway_processing_github.jpg | Bin 0 -> 49448 bytes assets/examples/ada-in-style-transfer.jpg | Bin 0 -> 903513 bytes assets/examples/adaptive-style-transfer.jpg | Bin 0 -> 459785 bytes .../examples/arbitrary-image-stylization.jpg | Bin 0 -> 607951 bytes assets/examples/attn-gan.jpg | Bin 0 -> 50887 bytes assets/examples/big-gan.jpg | Bin 0 -> 131381 bytes assets/examples/coco-ssd.jpg | Bin 0 -> 261659 bytes assets/examples/cycle-gan.jpg | Bin 0 -> 576092 bytes assets/examples/de-oldify.jpg | Bin 0 -> 391146 bytes assets/examples/deep-lab.jpg | Bin 0 -> 322573 bytes assets/examples/dense-cap.jpg | Bin 0 -> 285790 bytes assets/examples/dense-depth.jpg | Bin 0 -> 280897 bytes assets/examples/face-landmarks.jpg | Bin 0 -> 48740 bytes assets/examples/fast-style-transfer.jpg | Bin 0 -> 531236 bytes assets/examples/image-super-resolution.jpg | Bin 0 -> 497557 bytes assets/examples/photo-sketch.jpg | Bin 0 -> 225344 bytes assets/examples/posenet.jpg | Bin 0 -> 106325 bytes assets/examples/style-gan.jpg | Bin 0 -> 173418 bytes 19 files changed, 71 insertions(+), 77 deletions(-) create mode 100644 assets/cover_runway_processing_github.jpg create mode 100644 assets/examples/ada-in-style-transfer.jpg create mode 100644 assets/examples/adaptive-style-transfer.jpg create mode 100644 assets/examples/arbitrary-image-stylization.jpg create mode 100644 assets/examples/attn-gan.jpg create mode 100644 assets/examples/big-gan.jpg create mode 100644 assets/examples/coco-ssd.jpg create mode 100644 assets/examples/cycle-gan.jpg create mode 100644 assets/examples/de-oldify.jpg create mode 100644 assets/examples/deep-lab.jpg create mode 100644 assets/examples/dense-cap.jpg create mode 100644 assets/examples/dense-depth.jpg create mode 100644 assets/examples/face-landmarks.jpg create mode 100644 assets/examples/fast-style-transfer.jpg create mode 100644 assets/examples/image-super-resolution.jpg create mode 100644 assets/examples/photo-sketch.jpg create mode 100644 assets/examples/posenet.jpg create mode 100644 assets/examples/style-gan.jpg diff --git a/README.md b/README.md index e76f677..9a3fdb5 100644 --- a/README.md +++ b/README.md @@ -1,100 +1,94 @@ -The following describes how to set up a Processing Library project in Eclipse and build it successfully, and to make your Library ready for distribution. - -## Import to Eclipse - -There are two options to import the template project into Eclipse: using a Git [fork](https://help.github.com/articles/fork-a-repo) or using a downloaded package. If you are not familiar with Git or GitHub, you should opt for the downloaded package. - -### Option A: GitHub - -1. Fork the template repository to use as a starting point. - * Navigate to https://github.com/processing/processing-library-template in your browser. - * Click the "Fork" button in the top-right of the page. - * Once your fork is ready, open the new repository's "Settings" by clicking the link in the menu bar on the right. - * Change the repository name to the name of your Library and save your changes. - * NOTE: GitHub only allows you to fork a project once. If you need to create multiple forks, you can follow these [instructions](https://beeznest.wordpress.com/2013/12/26/creating-multiple-forks-using-upstream-branches/). -1. Clone your new repository to your Eclipse workspace. - * Open Eclipse and select the File → Import... menu item. - * Select Git → Projects from Git, and click "Next >". - * Select "URI" and click "Next >". - * Enter your repository's clone URL in the "URI" field. The remaining fields in the "Location" and "Connection" groups will get automatically filled in. - * Enter your GitHub credentials in the "Authentication" group, and click "Next >". - * Select the `master` branch on the next screen, and click "Next >". - * The default settings on the "Local Configuration" screen should work fine, click "Next >". - * Make sure "Import existing projects" is selected, and click "Next >". - * Eclipse should find and select the `processing-library-template` automatically, click "Finish". -1. Rename your Eclipse project. - * In the Package Explorer, right-click (ctrl-click) on the folder icon of the `processing-library-template` project, and select Refactor → Rename... from the menu that pops up. - * Give the project the name of your Library, and click "OK". +

+ +

+ +# Runway Processing library source + +A library to easily use [Runway](https://runwayml.com) with [Processing](https://processing.org/). + +## Examples + +- AdaIN-Style-Transfer ![preview](assets/examples/ada-in-style-transfer.jpg) + +- Adaptive-Style-Transfer ![preview](assets/examples/adaptive-style-transfer.jpg) -### Option B: Downloaded Package +- Arbitrary-Image-Stylization ![preview](assets/examples/arbitrary-image-stylization.jpg) + +- AttnGAN:![preview](assets/examples/attn-gan.jpg) + +- BigGAN: ![preview](assets/examples/big-gan.jpg) + +- cnOCR + +- COCO-SSD: ![preview](assets/examples/coco-ssd.jpg) + +- CycleGAN: ![preview](assets/examples/cycle-gan.jpg) -1. Download the latest Eclipse template from [here](https://github.com/processing/processing-library-template/releases). **Don't unzip the ZIP file yet.** -1. Create a new Java project in Eclipse. - * From the menubar choose File → New → Java Project. - * Give the project the name of your Library. - * Click "Finish". -1. Import the template source files. - * Right-click (ctrl-click) onto the folder icon of your newly created project in the Package Explorer and select "Import..." from the menu that pops up. - * Select General → Archive File, and click "Next >". - * Navigate to the ZIP file you downloaded earlier in step 1, and click "Finish". +- DeepLab: ![preview](assets/examples/deep-lab.jpg) -## Set Up and Compile +- DenseCap: ![preview](assets/examples/dense-cap.jpg) -1. Add Processing to the project build path. - * Open your project's "Properties" window. - * Under "Java Build Path", select the "Libraries" tab and then "Add External JARs...". - * Locate and add Processing's `core.jar` to your build path. It is recommended that a copy of `core.jar` is located in your Eclipse workspace in a `libs` folder. If the `libs` folder does not exist yet, create it. Read the [section below](#AddingJARs) regarding where to find the `core.jar` file. - * Confirm the setup with "OK". -1. Edit the Library properties. - * Open the `resources` folder inside of your Java project and double-click the `build.properties` file. You should see its contents in the Eclipse editor. - * Edit the properties file, making changes to items 1-4 so that the values and paths are properly set for your project to compile. A path can be relative or absolute. - * Make changes to items under 5. These are metadata used in the automatically generated HTML, README, and properties documents. -1. Compile your Library using Ant. - * From the menu bar, choose Window → Show View → Ant. A tab with the title "Ant" will pop up on the right side of your Eclipse editor. - * Drag the `resources/build.xml` file in there, and a new item "ProcessingLibs" will appear. - * Press the "Play" button inside the "Ant" tab. -1. BUILD SUCCESSFUL. The Library template will start to compile, control messages will appear in the console window, warnings can be ignored. When finished it should say BUILD SUCCESSFUL. Congratulations, you are set and you can start writing your own Library by making changes to the source code in folder `src`. -1. BUILD FAILED. In case the compile process fails, check the output in the console which will give you a closer idea of what went wrong. Errors may have been caused by - * Incorrect path settings in the `build.properties` file. - * Error "Javadoc failed". if you are on Windows, make sure you are using a JDK instead of a JRE in order to be able to create the Javadoc for your Library. JRE does not come with the Javadoc application, but it is required to create Libraries from this template. +- DenseDepth: ![preview](assets/examples/dense-depth.jpg) -After having compiled and built your project successfully, you should be able to find your Library in Processing's sketchbook folder, examples will be listed in Processing's sketchbook menu. Files that have been created for the distribution of the Library are located in your Eclipse's `workspace/yourProject/distribution` folder. In there you will also find the `web` folder which contains the documentation, a ZIP file for downloading your Library, a folder with examples as well as the `index.html` and CSS file. +- DeOldify: ![preview](assets/examples/de-oldify.jpg) -To distribute your Library please refer to the [Library Guidelines](https://github.com/processing/processing/wiki/Library-Guidelines). +- Face-Landmarks: ![preview](assets/examples/face-landmarks.jpg) -## Source code +- Face-Recognition -If you want to share your Library's source code, we recommend using an online repository available for free at [GitHub](https://github.com/). +- Fast-Style-Transfer: ![preview](assets/examples/fast-style-transfer.jpg) -##
Adding core.jar and other .jar files to your classpath +- GPT-2 -The `core.jar` file contains the core classes of Processing and has to be part of your classpath when building a Library. On Windows and Linux, this file is located in the Processing distribution folder inside a folder named `lib`. On Mac OS X, right-click the Processing.app and use "Show Package Contents" to see the guts. The `core.jar` file is inside Contents → Resources → Java. For further information about the classes in `core.jar`, you can see the source [here](http://code.google.com/p/processing/source/browse/trunk/processing#processing/core) and the developer documentation [here](http://processing.googlecode.com/svn/trunk/processing/build/javadoc/core/index.html). +- im2txt -If you created a `libs` folder as described above, put the libraries you need to add to your classpath in there. In the "Properties" of your Java project, navigate to Java Build Path → Libraries, and click "Add External JARs...". Select the `.jar` files from the `libs` folder that are required for compiling your project. Adjust the `build.xml` file accordingly. +- Image-Inpainting-GMCNN -The `libs` folder is recommended but not a requirement, nevertheless you need to specify where your `.jar` files are located in your system in order to add them to the classpath. +- Image-Super-Resolution: ![preview](assets/examples/image-super-resolution.jpg) -In case a Library depends on system libraries, put these dependencies next to the `.jar` file. For example, Processing's `opengl.jar` Library depends on JOGL hence the DLLs (for Windows) or jnilibs (for OS X) have to be located next to the `opengl.jar` file. +- MaskRCNN + +- Model3DDFA + +- OpenPifPaf-Pose + +- Photo-Sketch: ![preview](assets/examples/photo-sketch.jpg) + +- PoseNet: ![preview](assets/examples/posenet.jpg) + +- SPADE-COCO + +- SPADE-Landmarks + +- StyleGAN: ![preview](assets/examples/style-gan.jpg) + +- VisualImportance + +- YOLACT + -## What is the difference between JDK and JRE? +## Dependencies -JDK stands for Java Development Kit whereas JRE stands for Java Runtime Environment. For developers it is recommended to work with a JDK instead of a JRE since more Java development related applications such as Javadoc are included. Javadoc is a requirement to properly compile and document a Processing Library as described on the guidelines page. +This Processing Library manages the OSC connection to Runway relying on the [oscP5](http://www.sojamo.de/libraries/oscP5/) library. -You can have both a JDK and a JRE installed on your system. In Eclipse you need to specify which one you want to use. +Please install oscP5 before using the OSC connection with this library -## The JRE System Library +## Contributing -This primarily affects Windows and Linux users (because the full JDK is installed by default on Mac OS X). It is recommended that you use the JDK instead of a JRE. The JDK can be downloaded from [Oracle's download site](http://www.oracle.com/technetwork/java/javase/downloads/index.html). Also see the [Java Platform Installation page](http://www.oracle.com/technetwork/java/javase/index-137561.html), which contains useful information. +This is still a work in progress. Contributions are welcomed! -To change the JRE used to compile your Java project: +## Credits -1. Open the properties of your project from the menu Project → Properties. Select "Java Build Path" and in its submenu, click on the "Libraries" tab. -1. A list of JARs and class folders in the build path will show up. In this list you can find the JRE System Library that is used to compile your code. Remove this JRE System library. -1. Click "Add Library...". In the popup window, choose "JRE System Library" and press "Next". -1. Select an alternate JRE from the pull-down menu or click and modify the "Installed JREs". Confirm with "Finish" and "OK". +Special thanks for mentoring and support from [Cris Valenzuela, Anastasis Germanidis](https://runwayml.com) and [Daniel Shiffman](https://github.com/shiffman) -## Compiling with Ant and javadoc +Main library developement by [George Profenza](https://github.com/orgicus) -Ant is a Java-based build tool. For [more information](http://ant.apache.org/faq.html#what-is-ant) visit the [Ant web site](http://ant.apache.org/). Ant uses a file named `build.xml` to store build settings for a project. +Library examples are based partially on [Runway Processing Examples](https://github.com/runwayml/processing) by: -Javadoc is an application that creates an HTML-based API documentation of Java code. You can check for its existence by typing `javadoc` on the command line. On Mac OS X, it is installed by default. On Windows and Linux, installing the JDK will also install the Javadoc tool. +- [Cris Valenzuela](https://github.com/cvalenzuela) +- [Anastasis Germanidis](https://github.com/agermanidis) +- [Gene Kogan](https://github.com/genekogan) +- [maybay21](https://github.com/maybay21) +- [JP Yepez](https://github.com/jpyepez) +- [Joel Matthys](https://github.com/jwmatthys) +- [Alejandro Matamala Ortiz](https://github.com/matamalaortiz) \ No newline at end of file diff --git a/assets/cover_runway_processing_github.jpg b/assets/cover_runway_processing_github.jpg new file mode 100644 index 0000000000000000000000000000000000000000..16eed14d91b9e8bc5c2f38770024dd629a060052 GIT binary patch literal 49448 zcmeFZ2UL^G)-W7Iv7#a((nP7!r345NKm{ToASDSMAp|4=A`ogoEaxa4DFNvidO|sX z0qH8e3nBEP^xlgU;fv=S&%N(jcfH?V?)|^_uK&);%Cy~P&&+=2*)#JT^&fo&TvhjS zumb=zHH87E0DlWdivT7ycLdrSKnFNZD}Dd~9DSt^e}u(8R*;Zzb`!U@#n>Rl5f~>4 zFYCt=lH#`{07@!ekF61CB=))u(%!)t%(GHa!*kui7R&<&>fF+Kd>8r1;hv8x($GiO 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  • >Ta7bS&%7LU|)beFowg9AXN%gqUM>HdBc&6~k_Otup*N62?4XRtK* zJTbK~tvJ?yaxrY+vfvXtd9mbG&RFX(S+i;o^=`#}Wj)8+)KroQQI^N>sv})KlQF}W zo6marsVS#ZqIOXp9#?ys<5~*oJoN_YXy)ZLjeU`rR$jf7KkjeyXPh+W7se^^59_F) zblwi)DRIovPXLvD6Z2@u&`&p>PGU&-xEf*x(RcZEXY1!VY+z|MC7VQLcTmlnX~-T} z&a>zEi;H6@TPTMo?pz>nSiUuj^3?3l-uoXpJk1PIN_mfOrQFknbPL%~@FLCzjEGLl z)I?+~?Ol2ugzGoSscH1L78O!vbNUm=OSTzbpmNx=R9tHZ^|OzZ#pUH4ciw9-jtb@3 z?txU6mmZxFt_9ooClF5fpg(ulu-)FoyvAjkaxGy z@kMar8O58MadsbntUDx~<~*6npz3dOgrqR(vBNx4YF)Q0#2XdNv7bWn0BYv|9n{6_ zkbG^)GBB?0q_)h(?ur5>Jxf1&#q6~f7A)m6*A=?Q74rQ=Zh@;duPEO6?cR!@evbh* zAFd1Ol!eNE^!aX}yXbN2vG!SL+tGWQ=A+h~0M=o|*IL9PBH>pN-1}w~GB3DkXVFR^ z%OuYn@?(5dt0^s0WCT9|<`!2#_UoRbXx}YH=tOU&mUJ@B3NY+O-={hHGKqbg;s+-$ z8IkNNv!PbXQ1TSBiE+rmT=%_XkYqHW2Sg*50>TtvRxGyZ*z(PY8rI03Z@|i3;x+)g z+G|kY5Dg@X7S)Fqv}5L4S3x{@~8AdklzQgyFoEQ zDU4%AO{|_w(wyRaj>B|~6Gj9K(U#?wPLN{VyCe%@h80AwjtJ3W`2?=p$GOy;bN+gf zF-s5u!NFML#zt4Wn z_J*AuE5COvt*rd8U}s9>8t&*c?#;qRo)~+jLx;kp33ro$+Q&a^Q{1b~yLg-0t?Zl^ zEzE3+$4Z??SE5$OS?4hlWVXjfC%9!ZG@#iWRQp#e>eLczttcXqj7Irz#C5U42;Y}MX<&H$?U%TuJ8}i$mwJ^yX1NRYgyVcDGZ%A*3pRg0_xK_#v=Lv} z+3=D)Yu|{MA@#73{&Op5+$V7~#tpLx;)>pAE~NVWOZA+aZKA!Qdg_n6&eB}2_p^Md zdi8V3cnt&B(*7U6=)ChUOv#cGd3fa(nNQXRZApx?J%MaEzgplhQ9QCd;C@HO&1lsy z$fHk?ighA^pWJ0%3huaA;7MvZ8496kYb(%bgoR|=;?~6pI9iE<#I6LlaVKSm8*vh{ z67N!#lwb1sP?0jpsx94?1g%!WcSk9zP?sf)Yt71LdHyi!v}Ld-T10z_Qg;~Cz)x=M zR+|h|>i}mfG!l!hoFm1qzm=px&Tl^7LFO`;>d~!mQpxoUNj%6=^|`OU+p|x5OFymr zzE?>%jwN{)ORjz#OLf2+_4}aCtnJqfOKeKl8nRZV!!47c?Tw!g!TRmR{j0_2$z73Wm0}pZ#kPHK!j!4?P0@ zl#Lm0I32EaXO_70m%y-X;&&Z9>pL>qKV(#d zgTrB!t$r*#sEduOm3gh5x~J%X8eL80>S368B4d3Jg!nT3C0!_8Z78Knla=g%bF|jk z)zIwl<+aL+=(*~vdHaRM*T!ej>A%TdV8qKucxQX0X5wL*7L{mYj;u)7pcq3nN}MQG zZ(J@r9L^8Y?PhfcQ^99huh{z0RAmZe!5O#R9t*w8D#<-NblRF!US zR!kDudcV1MU|aueaEJDKQDcecJa$d*psCZupOmoLruy|bu|+z5)(2^B3^xcd$?C>K zZbW_nIp~=6Sb;M0v%5zGnUE+Il~1jx{I$`?MT&&%-L1u?y{5)Rkeh9q_uWC3nvQx{ zk!^DuXxhg?5jHa8syT#tM}^kEX+{m>hm157HD%G*;fo9ZSeusDbdZtpP1sOF6JvyrPyUE9H`%j;!$#wX6s?8KB@vU6kYN5?e% z-NA^Z)BT>MT4{&C8swEgbi*cgn-p&%;8@1Uqi#aXL~&}L#R2^yQVfZ-EytNOF?_&L zP~_OZ$*wIByApi_Bz1bL>P)9oKcL*AwZxOhz1^IXQK@&;ja!Z;hwtb*`>q*ehff3# zHSb&n=}Rh%@6A7GQ3!vq)$>)webY#NE8j!S~^;a@8Q*AVp?$e zUGuh(X)={O&FvaxnaZ7J8r)~tT~%QbST4x+-9AVVo`;v=utNaz8HPd6mq$0!1F r=iTbVL#_5A8j?{8>E1+QoIG1Ttn2k>0x_MS6bihbTX427dRqTq>P~2^ literal 0 HcmV?d00001 From df7d2ca80c55c9fc4f19bc15f62adefb6afe04dd Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:05:24 +0100 Subject: [PATCH 39/55] added MaskRCNN example --- examples/HTTP/MaskRCNN/MaskRCNN.pde | 130 ++++++++++++++++++++++++++++ 1 file changed, 130 insertions(+) create mode 100644 examples/HTTP/MaskRCNN/MaskRCNN.pde diff --git a/examples/HTTP/MaskRCNN/MaskRCNN.pde b/examples/HTTP/MaskRCNN/MaskRCNN.pde new file mode 100644 index 0000000..ed5e4b1 --- /dev/null +++ b/examples/HTTP/MaskRCNN/MaskRCNN.pde @@ -0,0 +1,130 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// MaskRCNN +// Receive OSC messages from Runway +// Running MaskRCNN model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +String category = "person"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // create input JSON object to hold image and category data + JSONObject input = new JSONObject(); + // set image + input.setString("image",ModelUtils.toBase64(image)); + // set category + input.setString("category",category); + // query Runway + runway.query(input.format(-1)); +} + + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("output"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 53427923eba5b6d7e0f312240c1812f90fb681b8 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:06:01 +0100 Subject: [PATCH 40/55] added Ada-In Style Transfer example --- .../AdaINStyleTransfer/AdaINStyleTransfer.pde | 159 ++++++++++++++++++ 1 file changed, 159 insertions(+) create mode 100644 examples/HTTP/AdaINStyleTransfer/AdaINStyleTransfer.pde diff --git a/examples/HTTP/AdaINStyleTransfer/AdaINStyleTransfer.pde b/examples/HTTP/AdaINStyleTransfer/AdaINStyleTransfer.pde new file mode 100644 index 0000000..69f27e8 --- /dev/null +++ b/examples/HTTP/AdaINStyleTransfer/AdaINStyleTransfer.pde @@ -0,0 +1,159 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// AdaIN-Style-Transfer +// Receive HTTP messages from Runway +// Running AdaIN-Style-Transfer model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +PImage styleImage; + +void setup(){ + // match sketch size to default model camera setup + size(1800,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw style image (if loaded) + if(styleImage != null){ + image(styleImage,600,0); + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,1200,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text("Press SPACE to select a style image\n"+status,5,15); +} + +void keyPressed(){ + if(key == ' '){ + selectInput("Select a file to process:", "fileSelected"); + } +} + +void fileSelected(File selection) { + if (selection == null) { + println("Window was closed or the user hit cancel."); + } else { + println("selected " + selection.getAbsolutePath()); + styleImage = loadImage(selection.getAbsolutePath()); + // resize image (adjust as needed) + styleImage.resize(600,400); + } +} + +void sendFrameToRunway(){ + // skip if style image isn't loaded yet + if(styleImage == null){ + return; + } + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // prepare input JSON data to send to Runway + JSONObject input = new JSONObject(); + // set style image + input.setString("style_image",ModelUtils.toBase64(styleImage)); + // set content image + input.setString("content_image",ModelUtils.toBase64(image)); + // set preserve colour + input.setBoolean("preserve_color",true); + // set alpha + input.setFloat("alpha",1.0); + // query Runway + runway.query(input.format(-1)); +} + + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 19277439c9c022b4a19e7ac681679a07eced7a8b Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:22:27 +0100 Subject: [PATCH 41/55] added Adaptive-Style-Transfer example --- .../AdaptiveStyleTransfer.pde | 121 ++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 examples/HTTP/AdaptiveStyleTransfer/AdaptiveStyleTransfer.pde diff --git a/examples/HTTP/AdaptiveStyleTransfer/AdaptiveStyleTransfer.pde b/examples/HTTP/AdaptiveStyleTransfer/AdaptiveStyleTransfer.pde new file mode 100644 index 0000000..1118673 --- /dev/null +++ b/examples/HTTP/AdaptiveStyleTransfer/AdaptiveStyleTransfer.pde @@ -0,0 +1,121 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// Adaptive-Style-Transfer +// Receive HTTP messages from Runway +// Running Adaptive-Style-Transfer model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway + runway.query(image,ModelUtils.IMAGE_FORMAT_JPG,"contentImage"); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("stylizedImage"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From fee07fe7071c5a2713ff4de8c6db07c500e91299 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:22:48 +0100 Subject: [PATCH 42/55] added Arbitrary-Image-Stylization example --- .../ArbitraryImageStylization.pde | 163 ++++++++++++++++++ 1 file changed, 163 insertions(+) create mode 100644 examples/HTTP/ArbitraryImageStylization/ArbitraryImageStylization.pde diff --git a/examples/HTTP/ArbitraryImageStylization/ArbitraryImageStylization.pde b/examples/HTTP/ArbitraryImageStylization/ArbitraryImageStylization.pde new file mode 100644 index 0000000..74c56be --- /dev/null +++ b/examples/HTTP/ArbitraryImageStylization/ArbitraryImageStylization.pde @@ -0,0 +1,163 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// Arbitrary-Image-Stylization +// Receive HTTP messages from Runway +// Running AdaIN-Style-Transfer model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +PImage styleImage; + +float interpolationWeight = 1.0; + +void setup(){ + // match sketch size to default model camera setup + size(1800,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw style image (if loaded) + if(styleImage != null){ + image(styleImage,600,0); + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,1200,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text("Press SPACE to select a style image\ndrag mouse horizontally to change interpolation weight:"+String.format("%.2f",interpolationWeight)+"\n"+status,5,15); +} + +void mouseDragged(){ + interpolationWeight = map(constrain(mouseX,0,width),0,width,0.0,1.0); +} + +void keyPressed(){ + if(key == ' '){ + selectInput("Select a file to process:", "fileSelected"); + } +} + +void fileSelected(File selection) { + if (selection == null) { + println("Window was closed or the user hit cancel."); + } else { + println("selected " + selection.getAbsolutePath()); + styleImage = loadImage(selection.getAbsolutePath()); + // resize image (adjust as needed) + styleImage.resize(600,400); + } +} + +void sendFrameToRunway(){ + // skip if style image isn't loaded yet + if(styleImage == null){ + return; + } + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // prepare input JSON data to send to Runway + JSONObject input = new JSONObject(); + // set style image + input.setString("style_image",ModelUtils.toBase64(styleImage)); + // set content image + input.setString("content_image",ModelUtils.toBase64(image)); + // set interpolation weight + input.setFloat("interpolation_weight",interpolationWeight); + // query Runway + runway.query(input.format(-1)); +} + + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 2a4de23ac1b809961ab90dda885b8ab3fe4f7a68 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:23:13 +0100 Subject: [PATCH 43/55] added Fast-Style-Transfer example --- .../FastStyleTransfer/FastStyleTransfer.pde | 121 ++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 examples/HTTP/FastStyleTransfer/FastStyleTransfer.pde diff --git a/examples/HTTP/FastStyleTransfer/FastStyleTransfer.pde b/examples/HTTP/FastStyleTransfer/FastStyleTransfer.pde new file mode 100644 index 0000000..68d239e --- /dev/null +++ b/examples/HTTP/FastStyleTransfer/FastStyleTransfer.pde @@ -0,0 +1,121 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// Fast-Style-Transfer +// Receive HTTP messages from Runway +// Running Fast-Style-Transfer model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("output"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From a5dfc169396003969cbd64f616cd4498118c7949 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:57:38 +0100 Subject: [PATCH 44/55] added DeepLab example --- examples/HTTP/DeepLab/DeepLab.pde | 121 ++++++++++++++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 examples/HTTP/DeepLab/DeepLab.pde diff --git a/examples/HTTP/DeepLab/DeepLab.pde b/examples/HTTP/DeepLab/DeepLab.pde new file mode 100644 index 0000000..6e6b425 --- /dev/null +++ b/examples/HTTP/DeepLab/DeepLab.pde @@ -0,0 +1,121 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// DeepLab +// Receive HTTP messages from Runway +// Running DeepLab model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 511c35aa5e62ee4797d64ea8a4b789a68b829c79 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:57:53 +0100 Subject: [PATCH 45/55] added DenseDepth example --- examples/HTTP/DenseDepth/DenseDepth.pde | 121 ++++++++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 examples/HTTP/DenseDepth/DenseDepth.pde diff --git a/examples/HTTP/DenseDepth/DenseDepth.pde b/examples/HTTP/DenseDepth/DenseDepth.pde new file mode 100644 index 0000000..7cab052 --- /dev/null +++ b/examples/HTTP/DenseDepth/DenseDepth.pde @@ -0,0 +1,121 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// DenseDepth +// Receive HTTP messages from Runway +// Running DenseDepth model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("depth_image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 1fb00da906b21a8a9f5426f30d747c6326d0295a Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 12:58:07 +0100 Subject: [PATCH 46/55] added VisualImportance example --- .../VisualImportance/VisualImportance.pde | 121 ++++++++++++++++++ 1 file changed, 121 insertions(+) create mode 100644 examples/HTTP/VisualImportance/VisualImportance.pde diff --git a/examples/HTTP/VisualImportance/VisualImportance.pde b/examples/HTTP/VisualImportance/VisualImportance.pde new file mode 100644 index 0000000..a184873 --- /dev/null +++ b/examples/HTTP/VisualImportance/VisualImportance.pde @@ -0,0 +1,121 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// Visual-Importance +// Receive HTTP messages from Runway +// Running Visual-Importance model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +void setup(){ + // match sketch size to default model camera setup + size(1200,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,600,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // query Runway + runway.query(image); +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("image"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 5691736a28648f9d923b47bdafa5a1ecbfda39c9 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sat, 28 Sep 2019 13:07:47 +0100 Subject: [PATCH 47/55] added ImageInpaintingGMCNN example --- .../ImageInpaintingGMCNN.pde | 152 ++++++++++++++++++ 1 file changed, 152 insertions(+) create mode 100644 examples/HTTP/ImageInpaintingGMCNN/ImageInpaintingGMCNN.pde diff --git a/examples/HTTP/ImageInpaintingGMCNN/ImageInpaintingGMCNN.pde b/examples/HTTP/ImageInpaintingGMCNN/ImageInpaintingGMCNN.pde new file mode 100644 index 0000000..dac0ee6 --- /dev/null +++ b/examples/HTTP/ImageInpaintingGMCNN/ImageInpaintingGMCNN.pde @@ -0,0 +1,152 @@ +// Copyright (C) 2018 Runway AI Examples +// +// This file is part of Runway AI Examples. +// +// Runway-Examples is free software: you can redistribute it and/or modify +// it under the terms of the GNU General Public License as published by +// the Free Software Foundation, either version 3 of the License, or +// (at your option) any later version. +// +// Runway-Examples is distributed in the hope that it will be useful, +// but WITHOUT ANY WARRANTY; without even the implied warranty of +// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the +// GNU General Public License for more details. +// +// You should have received a copy of the GNU General Public License +// along with RunwayML. If not, see . +// +// =========================================================================== + +// RUNWAY +// www.runwayapp.ai + +// DeepLab +// Receive HTTP messages from Runway +// Running DeepLab model +// example by George Profenza + +// import video library +import processing.video.*; + +// import Runway library +import com.runwayml.*; +// reference to runway instance +RunwayHTTP runway; + +PImage runwayResult; + +color BLUE = color(9,130,250); + +// periocally to be updated using millis() +int lastMillis; +// how often should the above be updated and a time action take place ? +int waitTime = 1000; + +// reference to the camera +Capture camera; + +// status +String status = "waiting ~"+(waitTime/1000)+"s"; + +// mask reference +PImage mask; + +void setup(){ + // match sketch size to default model camera setup + size(1800,400); + // setup Runway + runway = new RunwayHTTP(this); + // update manually + runway.setAutoUpdate(false); + // setup camera + camera = new Capture(this,640,480); + camera.start(); + // setup timer + lastMillis = millis(); +} + +void draw(){ + background(0); + // update timer + int currentMillis = millis(); + // if the difference between current millis and last time we checked past the wait time + if(currentMillis - lastMillis >= waitTime){ + status = "sending image to Runway"; + // call the timed function + sendFrameToRunway(); + // update lastMillis, preparing for another wait + lastMillis = currentMillis; + } + // draw mask image if ready + if(mask != null){ + image(mask,600,0); + } + // draw image received from Runway + if(runwayResult != null){ + image(runwayResult,1200,0); + } + // draw camera feed + image(camera,0,0,600,400); + // display status + text(status,5,15); +} + +void sendFrameToRunway(){ + // nothing to send if there's no new camera data available + if(camera.available() == false){ + return; + } + // read a new frame + camera.read(); + // crop image to Runway input format (600x400) + PImage image = camera.get(0,0,600,400); + // make an artifical mask + mask = fillRect(image,150,50,300,300,color(255)); + // prepare Runway JSON payload + JSONObject input = new JSONObject(); + // set image + input.setString("image",ModelUtils.toBase64(image)); + // set mask + input.setString("mask",ModelUtils.toBase64(mask)); + // query Runway + runway.query(input.format(-1)); +} + +PImage fillRect(PImage input,int x,int y,int w,int h,color fill){ + // copy input + PImage output = input.get(); + // loop through pixels and fill them + for(int py = y; py < y + h; py++){ + for(int px = x; px < x + w; px++){ + output.pixels[px + py * output.width] = fill; + //output.set(px,py,fill); + } + } + // update image + output.updatePixels(); + // return output + return output; +} + +// this is called when new Runway data is available +void runwayDataEvent(JSONObject runwayData){ + // point the sketch data to the Runway incoming data + String base64ImageString = runwayData.getString("output"); + // try to decode the image from + try{ + runwayResult = ModelUtils.fromBase64(base64ImageString); + }catch(Exception e){ + e.printStackTrace(); + } + status = "received runway result"; +} + +// this is called each time Processing connects to Runway +// Runway sends information about the current model +public void runwayInfoEvent(JSONObject info){ + println(info); +} +// if anything goes wrong +public void runwayErrorEvent(String message){ + println(message); +} From 3f9fdbbc661d476cae286d03bae3146f6e3abbf9 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 29 Sep 2019 23:16:40 +0100 Subject: [PATCH 48/55] remved apache-commons-codec library from project --- lib/commons-codec-1.10.jar | Bin 284184 -> 0 bytes resources/build.properties | 2 +- 2 files changed, 1 insertion(+), 1 deletion(-) delete mode 100644 lib/commons-codec-1.10.jar diff --git a/lib/commons-codec-1.10.jar b/lib/commons-codec-1.10.jar deleted file mode 100644 index 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From 92c70db88e3b9e7b087dcdeb18dab346c0ed1800 Mon Sep 17 00:00:00 2001 From: George Profenza Date: Sun, 29 Sep 2019 23:17:13 +0100 Subject: [PATCH 49/55] minor cleanup/review + added HTTP port support --- src/com/runwayml/ModelUtils.java | 2 +- src/com/runwayml/Runway.java | 30 +++++++++++------ src/com/runwayml/RunwayHTTP.java | 55 ++++++++++++++++++++++++-------- 3 files changed, 63 insertions(+), 24 deletions(-) diff --git a/src/com/runwayml/ModelUtils.java b/src/com/runwayml/ModelUtils.java index d9fcbbe..2353f63 100644 --- a/src/com/runwayml/ModelUtils.java +++ b/src/com/runwayml/ModelUtils.java @@ -39,7 +39,7 @@ public class ModelUtils { /** * Traverses Pose Net poses and keypoints and draws ellipses for each keypoint position - * @param data - the Runway PoseNet JSON object + * @param data - the Runway Pose JSON object * @param g - the PGraphics instance to draw into * @param ellipseSize - dimensions in pixels of each keypoint position ellipse diameter */ diff --git a/src/com/runwayml/Runway.java b/src/com/runwayml/Runway.java index 4c61229..3ce57c6 100644 --- a/src/com/runwayml/Runway.java +++ b/src/com/runwayml/Runway.java @@ -19,15 +19,13 @@ public class Runway { public final static String VERSION = "##library.prettyVersion##"; - public static String OSC = "OSC"; - public static String HTTP = "HTTP"; - public static String SOCKET_IO = "Socket.io"; - + // default host is localhost public static String DEFAULT_HOST = "127.0.0.1"; protected String host = DEFAULT_HOST; protected int port; - + + // references to callbacks protected Method onInfoEventMethod; protected Method onDataEventMethod; protected Method onErrorEventMethod; @@ -36,11 +34,20 @@ public class Runway { protected static final Pattern IPV4_PATTERN = Pattern.compile( "^(([01]?\\d\\d?|2[0-4]\\d|25[0-5])\\.){3}([01]?\\d\\d?|2[0-4]\\d|25[0-5])$"); + /** + * connects Runway instance to a Processing sketch, holding a reference to the sketch + * and finding / referencing callbacks + * + * @param parent + */ protected void setupPApplet(PApplet parent){ + this.parent = parent; + this.onInfoEventMethod = findCallback("runwayInfoEvent",JSONObject.class); this.onDataEventMethod = findCallback("runwayDataEvent",JSONObject.class); this.onErrorEventMethod= findCallback("runwayErrorEvent",String.class); + } /** @@ -113,6 +120,10 @@ protected void dispatchError(String message){ } } + /** + * if