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tensorflowjs_pros_cons.md

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Tensorflow.js pros and cons

https://dlabs.ai/the-pros-and-cons-of-using-javascript-for-machine-learning/

Pros:

  • JavaScript is everywhere. You can run your pre-trained models almost literally on every device.
  • You can train your models as you have WebGL for browser ones for having access to GPU acceleration if you're running on a browser. Besides that you can also run it on server side (thanks to Node.js) where you also have access to GPU acceleration as well.
  • You can easily create browser only (and even offline apps via PWA approach) apps that won't need to have access to server side.

Cons: