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JavaScript & AI, V2

Avatar for Yas Yas
September 10, 2019
Programming
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JavaScript & AI, V2

Avatar for Yas

Yas

September 10, 2019

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Transcript

  1. AI & JavaScript No you’re not dreaming

  2. AI & JavaScript No you’re not dreaming

  3. @yashints Or is it? 

  4. Lead consultant @TelstraPurple Yaser Adel Mehraban @yashints yashints.dev

  5. Why do it in browser? Wide distribution Interactive Sensors Data

    stays on the client

  6. @yashints https://playground.tensorflow.org

  7. @yashints Tensorflow.js

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

    Node.js Released March 2018 GPU-accelerated via WebGL TensorFlow.js

  9. @yashints Build your own Run existing models Retrain with transfer

    learning

  10. @yashints TF TPU TF GPU Core API WebGL Layers API

    Model Browser Node.js TF CPU Keras Model Tensorflow Saved models

  11. @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

  12. @yashints Browser examples

  13. @yashints BodyPix demo

  14. @yashints

  15. @yashints Creatability yas.fyi/2Zl4N2p

  16. @yashints Airbnb

  17. @yashints Speech command

  18. @yashints

  19. @yashints aijs.rocks Asim Hussain � @jawache

  20. @yashints Node.js & Desktop

  21. @yashints yas.fyi/2LUfBkX Magenta Studio

  22. @yashints Retraining in Node.js

  23. @yashints Retraining in Node.js

  24. @yashints Demo

  25. @yashints

  26. @yashints “With Tensorflow.js and web, possibilities are endless, web development

    doesn’t have to be boring” “

  27. @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 Slides https://yas.fyi/2MxNh7z

  28. Reach out Thanks! @yashints yashints.dev