WebcamAI

Basic machine learning software for myself, made in my AI class

Inspired by the Google's Teachable Machine

Using the software

Webcam Section

Just a preview of your webcam

Dataset Section

The Record Check Box

• Saves an image every frame to the training dataset along with the current value in Image Data

The Record Testing Check Box

• Saves an image every frame to the testing dataset along with the current value in Image Data

Image Data

• The data/classification associated with the testing/training image (such as 0 for no object and 1 for an object)
• Right now only supports one data point, items separated by a comma after the first data point will (probably) be ignored

Path to Dataset

• The path as to where the training data will be saved. Data will be saved as png files and then there will be a csv file associating each image with its classification.

Path to Testing Dataset

• The path as to where the testing data will be saved. Data will be saved as png files and then there will be a csv file associating each image with its classification.

Annotations File Name (CSV)

• The name of the annotations file for the training and testing datasets
• Must be a CSV file

Next Image Will Save At Index

• The index of where the next training image will save

Next Testing Image Will Save At Index

• The index of where the next testing image will save

Training Section

Training Button

Epochs

Batch Size

Testing Batch Size

Model Path

Seeing Section

Image Labels

Look at Camera

Currently Seeing