“keras_js_canvas_resnet-50” Computer Vision Project

keras_js_canvas_resnet-50 [GitHub]

  • back-end:
    • Keras-implemented, 50-layer residual layer neural network (ResNet-50)
    • ImageNet image classifier
    • webcam + OpenCV
    • Python implementation
  • front-end:
    • JavaScript
    • web browser GUI:
      • live webcam stream
      • dynamic bar plot of top-5 image classification
  • demos:
  • notes:
    • CPU not GPU (GPU should run ≥10x faster!)
    • MP4 videos: play in Chrome | download in Opera | should play in FireFox

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