Nikhil Thorat and Daniel Smilkov discuss TensorFlow.js, which is TensorFlow’s new machine learning framework for JavaScript developers. It supports building ML models in JavaScript, and training and deploying them in browser for execution using WebGL. They focus on tensorflow.js-Core which is a rebranding of deeplearn.js, and a new high-level layers API to make it easier to develop ML models in JavaScript. Initial set of converters for converting saved TF models into JS is also being released.
Visit the site → https://js.tensorflow.org/
Check out the blog for an article on Machine Learning in JavaScript → https://medium.com/tensorflow/
TensorFlow Dev Summit 2018 All Sessions playlist → https://goo.gl/Lsaq1R
Subscribe to the TensorFlow channel → https://goo.gl/ht3WGe
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28 responses to “Machine Learning in JavaScript (TensorFlow Dev Summit 2018)”
Am struggling to get much for TensorFlow and node JS. Am not much into browser code.
Right now am looking at 163% CPU running TensorFlow browser demos
This is awesome. We are now in the future.
Nikhil, were you in a short film named "The most beautiful thing?"
Glad the emoticon game didn't show a 💩 :)))
https://pair-code.github.io/deeplearnjs why it does not work anymore
?
These kids are really changing the world. It's amazing!!! Bigup
Great stuff
Does anyone know where I can find the example from 3:40?
Will there be a windows binding?
Wow just can't wait !!!!!!!!!!!!!!!!!!!!!!!!!!!!! because Js is very close to my heart
superb!!
can any one help https://stackoverflow.com/questions/50123067/tensorflow-js-model-predict-prints-tensor-nan
Next up. Brainfuck TensorFlow. C'mon Google! People believe in you
I thought this was an April fool's joke
OMFG. AWESOME!
So now I don't need python to code my backend for ML for a web app? I can use this library?
Is there an ETA for the Node release?
such stuff insipire us to think and create more forward ideas.Tensor flow.js one of that.
can we use tensorflow.js with php?
How can you achieve a good prediction in the browser if you need plentiful data to train given a minuscule device memory? Someone might be willing to explain.
Hi All!
I created a small demo app using Tensorflow JS.
This framework is beautiful!
visit: https://amansingh.ml
Hi, tried it on laptop chrome and the emoji app works great. Then I tried it on android chrome (android 5 using latest chrome) but it says that the browser does not support the web app. Any suggestions? or is it the old android version? thanks. #AskTensorFlow
Who else wants to swear because of the awesomeness here?
Which NVIDIA GPU is good to start playing with this code?
Javascript is seriously taking over.
After the brief mobile-detour, the world is moving back to web. With progressive apps, and these super interactive real-time apps, I can see using just bookmarks instead of apps on my phone. This looks promising.
hi i have a object detection model, using tensorflow object detection inception v2.
cant able to figure out output node name which is required for tensorflow js… any help…
wauw nice does it work in NodeJS?