JavaScript & AI, V2

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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