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Machine learning & JavaScript, no you're not dreaming

August 03, 2019

Machine learning & JavaScript, no you're not dreaming


August 03, 2019

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  1. @yashints Allows inference and training entirely in the browser or

    Node.js Released March 2018 GPU-accelerated via WebGL TensorFlow.js
  2. @yashints TF TPU TF GPU Core API WebGL Layers API

    Model Browser Node.js TF CPU Keras Model Tensorflow Saved models
  3. @yashints Pre-trained models https://github.com/tensorflow/tfjs-models • MobileNet Object detection • PoseNet

    Human pose detection • CocoSSD Object localisation • BodyPix Human segmentation • USE Text classification
  4. @yashints “A year spent in artificial intelligence is enough to

    make one believe in God.” “ Alan Perlis