Tensorflowjs 💝 AI

Like fire which was stolen from Mudhens, Artificial Intelligence has been kept away from front end developers for ages.

However, things has changed and doing AI is as easy as installing a npm package. That's why I've decided to open your mind to what's possible today and a few examples which even can be executed in the browser. You don't need to have any background in AI or Maths, just a curious mind and a willingness to try.
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This talk was inspired by some recent projects which was shown during Google IO and the possibilities which TensorFlow.js opens up for businesses. Now that you can run machine learning even on your mobile, it is very important to show front end developers of what is possible and how to get started in under 30 mins. From converting a Keras model and use it for prediction to create a neural network from scratch, train it and use it in the browser it is all a matter of minutes only.

Transcript

1. JavaScript AI No you’re not dreaming
2. Today’s special 01 02 03 04 Overview The what The how Demo
3. Lead frontend engineer Telstra Purple @yashints yashints.dev Yas
5. Why do it in browser Wide distribution Interactive Sensors Data stays on the client
6. @yashints https://playground.tensorflow.org
8. March 2018 GPU accelerated via WebGL Inference and training right within the browser Tensorflow.js Release How Wow
9. TF TPU TF GPU Core API WebGL Layers API Model Browser Node.js TF CPU Keras Model Tensorflow Saved models
10. Pre-trained models Object detection Mobilenet Human pose detection Posenet Human segmentation BodyPix Voice recognition Speech command
12. Creatability yas.fyi/2Zl4N2p
13. Airbnb
14. Speech command
15. aijs.rocks Asim Hussain @jawache
16. Show time
17. 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/2Q1DE2I
18. ASSIGNMENT GO HAVE FUN ?
19. —Someone Infamous “With Tensorflow.js, possibilities are endless, Let’s bring the fun stuff to the web”
20. CREDITS: This presentation template was created by Slidesgo, including icons by Flaticon, and infographics & images by Freepik. THANKS! Questions? me@yashints.dev @yashints