“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:
  

  • sample 1

    
    

  • sample 2

    
    

  • [sample 3](/video/keras-resnet50_3-2016-12-29.mp4)

    
    

  • sample 4 [related but different project: Torch7 / OpenCV / ImageNet classification / webcam]

• 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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