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The most practical use not mentioned here is probably to import existing trained models/weights. I can see it being useful for anything that you want to run in
by zawerf 8y ago
The most practical use not mentioned here is probably to import existing trained models/weights. I can see it being useful for anything that you want to run in real-time (e.g., webcams apps like https://github.com/ModelDepot/tfjs-yolo-tiny https://github.com/ModelDepot/tfjs-yolo-tiny) and can't pay a round-trip cost to server.
https://js.tensorflow.org/tutorials/import-keras.html https://js.tensorflow.org/tutorials/import-keras.html
Training a model in the browser is the least practical use for tensorflow.js IMO (unless maybe you want to hijack people's browsers to help with training or something).
- jorgemf 8y ago> Training a model in the browser is the least practical use for tensorflow.js Unless you want to do some type of federated training in real time without sending private information to the servers (very unusual case in my opinion)
- rasmi 8y agoAnd if you want to just load generic pre-trained classifiers for a variety of tasks, ml5js (which uses TensorFlow.js under the hood) seems promising! https://ml5js.org/docs/quick-start https://ml5js.org/docs/quick-start