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vietnh1009/QuickDraw

CNN model classifies hand-drawn sketches into 20 categories using PyTorch.

1.1k stars Python Computer VisionML Frameworks
QuickDraw
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This project implements a computer vision system for Google’s QuickDraw game. It trains a convolutional neural network on the Quick Draw dataset to classify user sketches into 20 categories including objects like apple, book, guitar, and star. The repository includes a camera-based drawing app where users draw with a colored pen in front of a webcam, and the model performs real-time classification on the drawn strokes.

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