feat: adding updates for CVCUDA Release v0.7.0 Beta 5

.gitattributes

@@ -21,3 +21,4 @@
 *.mp4 filter=lfs diff=lfs merge=lfs -text
 *.a filter=lfs diff=lfs merge=lfs -text
 *.hdf5 filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text

.github/ISSUE_TEMPLATE/bug_report.md

@@ -7,6 +7,22 @@ assignees: ''
 
 ---
 
+[//]: # "SPDX-FileCopyrightText: Copyright (c) 2022-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved."
+[//]: # "SPDX-License-Identifier: Apache-2.0"
+[//]: # ""
+[//]: # "Licensed under the Apache License, Version 2.0 (the 'License');"
+[//]: # "you may not use this file except in compliance with the License."
+[//]: # "You may obtain a copy of the License at"
+[//]: # "http://www.apache.org/licenses/LICENSE-2.0"
+[//]: # ""
+[//]: # "Unless required by applicable law or agreed to in writing, software"
+[//]: # "distributed under the License is distributed on an 'AS IS' BASIS"
+[//]: # "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied."
+[//]: # "See the License for the specific language governing permissions and"
+[//]: # "limitations under the License."
+
+
+
 **Describe the bug**
 A clear and concise description of the bug.
 

.github/ISSUE_TEMPLATE/feature_request.md

@@ -7,6 +7,22 @@ assignees: ''
 
 ---
 
+[//]: # "SPDX-FileCopyrightText: Copyright (c) 2022-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved."
+[//]: # "SPDX-License-Identifier: Apache-2.0"
+[//]: # ""
+[//]: # "Licensed under the Apache License, Version 2.0 (the 'License');"
+[//]: # "you may not use this file except in compliance with the License."
+[//]: # "You may obtain a copy of the License at"
+[//]: # "http://www.apache.org/licenses/LICENSE-2.0"
+[//]: # ""
+[//]: # "Unless required by applicable law or agreed to in writing, software"
+[//]: # "distributed under the License is distributed on an 'AS IS' BASIS"
+[//]: # "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied."
+[//]: # "See the License for the specific language governing permissions and"
+[//]: # "limitations under the License."
+
+
+
 **Is your feature request related to a problem? Please describe.**
 A clear and concise description of the problem. Ex. I wish I could use CV-CUDA to do [...]
 

.github/ISSUE_TEMPLATE/submit-question.md

@@ -7,4 +7,20 @@ assignees: ''
 
 ---
 
+[//]: # "SPDX-FileCopyrightText: Copyright (c) 2022-2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved."
+[//]: # "SPDX-License-Identifier: Apache-2.0"
+[//]: # ""
+[//]: # "Licensed under the Apache License, Version 2.0 (the 'License');"
+[//]: # "you may not use this file except in compliance with the License."
+[//]: # "You may obtain a copy of the License at"
+[//]: # "http://www.apache.org/licenses/LICENSE-2.0"
+[//]: # ""
+[//]: # "Unless required by applicable law or agreed to in writing, software"
+[//]: # "distributed under the License is distributed on an 'AS IS' BASIS"
+[//]: # "WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied."
+[//]: # "See the License for the specific language governing permissions and"
+[//]: # "limitations under the License."
+
+
+
 **What is your question?**

.gitignore

@@ -18,6 +18,7 @@
 /build/
 /build-*/
 /install/
+/cvcuda-installer*/
 
 # Visual Studio Code
 # ------------------

.pre-commit-config.yaml

@@ -72,8 +72,8 @@ repos:
   - id: copyright_check
     name: 'check copyright message'
     language: system
-    types: ['file', 'text']
-    exclude_types: ['markdown', 'xml', 'json', 'csv']
+    types: ['file', 'text', 'markdown']
+    exclude_types: ['xml', 'json', 'csv']
     entry: ./lint/copyright_check.sh
     exclude: 'models/.*'
   - id: lfs_check
@@ -83,7 +83,7 @@ repos:
     require_serial: true
 
 - repo: https://github.com/alessandrojcm/commitlint-pre-commit-hook
-  rev: v9.0.0
+  rev: v9.13.0
   hooks:
   - id: commitlint
     stages: [commit-msg]

CMakeLists.txt

@@ -23,7 +23,7 @@ endif()
 
 project(cvcuda
         LANGUAGES C CXX
-        VERSION 0.6.0
+        VERSION 0.7.0
         DESCRIPTION "CUDA-accelerated Computer Vision algorithms"
 )
 

CONTRIBUTING.md

@@ -16,7 +16,7 @@
 
 # Contributing to CV-CUDA
 
-**As of release v0.6.0-beta, CV-CUDA is not accepting outside contribution.**
+**As of release v0.7.0-beta, CV-CUDA is not accepting outside contribution.**
 
 Contributions to CV-CUDA fall into the following categories:
 
@@ -28,7 +28,7 @@ Contributions to CV-CUDA fall into the following categories:
 1. To propose a new feature, please file a new feature request
    [issue](https://github.com/CVCUDA/CV-CUDA/issues/new/choose). Describe the
    intended feature and discuss the design and implementation with the team and
-   community. NOTE: Currently, as of release v0.6.0-beta, CV-CUDA is not accepting
+   community. NOTE: Currently, as of release v0.7.0-beta, CV-CUDA is not accepting
    outside contribution.
 1. To ask a general question, please sumbit a question
    [issue](https://github.com/CVCUDA/CV-CUDA/issues/new/choose). If you need

DEVELOPER_GUIDE.md

@@ -30,7 +30,7 @@ CV-CUDA includes:
 - C, C++, and Python APIs
 - Batching support, with variable shape images
 - Zero-copy interfaces to PyTorch
-- Sample applications: object classification and image segmentation
+- Sample applications
 
 ## What Pre- and Post-Processing Operators Are Included?
 
@@ -40,7 +40,7 @@ CV-CUDA includes:
 | Advanced Color Format Conversions | Performs color conversion from interleaved RGB/BGR <-> YUV/YVU and semi planar. Supported standards: BT.601. BT.709. BT.2020 |
 | AverageBlur | Reduces image noise using an average filter |
 | BilateralFilter | Reduces image noise while preserving strong edges |
-| Bounding Box | Draws a rectangular border using the X-Y coordinates and dimensions typically to define the location and size of an object in an image |
+| Bounding Box | Draws an rectangular border using the X-Y coordinates and dimensions typically to define the location and size of an object in an image |
 | Box Blurring | Overlays a blurred rectangle using the X-Y coordinates and dimensions that define the location and size of an object in an image |
 | Brightness_Contrast | Adjusts brightness and contrast of an image |
 | CenterCrop | Crops an image at its center |
@@ -53,8 +53,6 @@ CV-CUDA includes:
 | CvtColor | Converts an image from one color space to another |
 | DataTypeConvert | Converts an image’s data type, with optional scaling |
 | Erase | Erases image regions |
-| Find Contours | Extract closed contours from an input binary image |
-| FindHomography | Calculates a perspective transform from four pairs of the corresponding points  |
 | Flip | Flips a 2D image around its axis |
 | GammaContrast | Adjusts image contrast |
 | Gaussian | Applies a gaussian blur filter to the image |
@@ -70,9 +68,9 @@ CV-CUDA includes:
 | MinArea Rect | Finds the minimum area rotated rectangle typically used to draw bounding rectangle with minimum area |
 | MinMaxLoc | Finds the maximum and minimum values in a given array |
 | Morphology | Performs morphological erode and dilate transformations |
-| Morphology (close) | Performs a morphological operation that involves dilation followed by erosion on an image |
-| Morphology (open) | Performs a morphological operation that involves erosion followed by dilation on an image |
-| Non-max Suppression | Enables selecting a single entity out of many overlapping ones typically used for selecting from multiple bounding boxes during object detection |
+| Morphology (close) | Performs morphological operation that involves dilation followed by erosion on an image |
+| Morphology (open) | Performs morphological operation that involves erosion followed by dilation on an image |
+| Non-Maximum Suppression | Enables selecting a single entity out of many overlapping ones typically used for selecting from multiple bounding boxes during object detection |
 | Normalize | Normalizes an image pixel’s range |
 | OSD (Polyline Line Text Rotated Rect Segmented Mask) | Displays an overlay on the image of different forms including polyline line text rotated rectangle segmented mask |
 | PadStack | Stacks several images into a tensor with border extension |
@@ -83,20 +81,19 @@ CV-CUDA includes:
 | Remap | Maps pixels in an image with one projection to another projection in a new image. |
 | Resize | Changes the size and scale of an image |
 | Rotate | Rotates a 2D array in multiples of 90 degrees |
-| SIFT | Identifies and matches features in images that are invariant to scale rotation and affine distortion. |
-| Stack | Concatenates two input tensors into a single output tensor |
+| SIFT | Identifies and describes features in images that are invariant to scale rotation and affine distortion. |
 | Thresholding | Chooses a global threshold value that is the same for all pixels across the image. |
 | WarpAffine | Applies an affine transformation to an image |
 | WarpPerspective | Applies a perspective transformation to an image |
 
 ## Where Are the Release Notes?
 
-An awesome product requires excellent support. CV-CUDA release notes can be
+CV-CUDA release notes can be
 found [here](https://github.com/CVCUDA/CV-CUDA/releases)
 
 ## Where Can I Get Help?
 
-File requests for enhancements and bug reports
+An awesome product requires excellent support. File requests for enhancements and bug reports
 [here](https://github.com/CVCUDA/CV-CUDA/issues/new/choose).
 
 We are providing limited, direct, support to select enterprises using CV-CUDA.
@@ -208,5 +205,5 @@ companies with which they are associated.
 
 <b>Copyright</b>
 
-© 2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
+© 2022-2024 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
 </font>