Machine learning & JavaScript, no you're not dreaming

ML & JS No you’re not dreaming

@yashints

@yashints Or is it? ➔

@yashints

Lead consultant @Readify Meet Yaser @yashints yashints.dev

Why do it in browser? Wide distribution Interactive Sensors Data
stays on the client

@yashints https://playground.tensorflow.org

@yashints Tensorflow.js

@yashints Allows inference and training entirely in the browser or
Node.js Released March 2018 GPU-accelerated via WebGL TensorFlow.js

@yashints Empower a diverse group of developers Enable ML peeps
to port their work to web

@yashints Build your own Run existing models Retrain with transfer
learning

@yashints TF TPU TF GPU Core API WebGL Layers API
Model Browser Node.js TF CPU Keras Model Tensorflow Saved models

@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

@yashints Browser examples

@yashints BodyPix demo

@yashints

@yashints Creatability yas.fyi/2Zl4N2p

@yashints Airbnb

@yashints Speech command

@yashints Node.js & Desktop

@yashints yas.fyi/2GBJF0s Doctor Clinic

@yashints yas.fyi/2LUfBkX Magenta Studio

@yashints Retraining in Node.js

@yashints Demo

@yashints “A year spent in artificial intelligence is enough to
make one believe in God.” “ Alan Perlis

@yashints References https://www.tensorflow.org/js https://github.com/tensorflow/tfjs-examples https://www.freecodecamp.org/news/tensorflowjs-full-course/ https://codelabs.developers.google.com/ https://yashints.dev/blog/2018/11/27/get-started-with-tensorflowjs

Reach out Thanks! @yashints yashints.dev

Machine learning & JavaScript, no you're not dr...

Machine learning & JavaScript, no you're not dreaming

Yas

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ML & JS No you’re not dreaming

ML & JS No you’re not dreaming

@yashints

@yashints Or is it? ➔

@yashints

Lead consultant @Readify Meet Yaser @yashints yashints.dev

Why do it in browser? Wide distribution Interactive Sensors Data

@yashints https://playground.tensorflow.org

@yashints Tensorflow.js

@yashints Allows inference and training entirely in the browser or

@yashints Empower a diverse group of developers Enable ML peeps

@yashints Build your own Run existing models Retrain with transfer

@yashints TF TPU TF GPU Core API WebGL Layers API

@yashints Pre-trained models https://github.com/tensorflow/tfjs-models • MobileNet Object detection • PoseNet

@yashints Browser examples

@yashints BodyPix demo

@yashints

@yashints Creatability yas.fyi/2Zl4N2p

@yashints Airbnb

@yashints Speech command

@yashints Node.js & Desktop

@yashints yas.fyi/2GBJF0s Doctor Clinic

@yashints yas.fyi/2LUfBkX Magenta Studio

@yashints Retraining in Node.js

@yashints Retraining in Node.js

@yashints Demo

@yashints “A year spent in artificial intelligence is enough to

@yashints References https://www.tensorflow.org/js https://github.com/tensorflow/tfjs-examples https://www.freecodecamp.org/news/tensorflowjs-full-course/ https://codelabs.developers.google.com/ https://yashints.dev/blog/2018/11/27/get-started-with-tensorflowjs

Reach out Thanks! @yashints yashints.dev