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Add a TensorFlow.js model to do inference #43
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Got TensorFlow.js to run on Node and make predictions based on the 1000 classes of ImageNet. Sample output when you run
node server/model.js
(be sure tonpm install
first, have Node v10.12.0, and have Python v2.7.x):See this blog post if you'd like to learn more: http://jamesthom.as/blog/2018/08/07/machine-learning-in-node-dot-js-with-tensorflow-dot-js/
It's not yet robust and does not work on the ohia picture (in
/server/images
). I'm continuing to work off of this to generalize it and tie it to the frontend. Also, I'd like to try running an equivalent version in the browser for comparison. -- EDIT: Going with server, no time for trying it out on the browser.