tensorflow.js 用例观察
原文:https://js.tensorflow.org/#getting-started
Demos
Use your phone’s camera to identify emojis in the real world. Can you find all the emojis before time expires?
https://github.com/google/emoji-scavenger-hunt
Play Pac-Man using images trained in your browser.
https://github.com/tensorflow/tfjs-examples/tree/master/webcam-transfer-learning
No coding required! Teach a machine to recognize images and play sounds.
https://github.com/googlecreativelab/teachable-machine
Enjoy a real-time piano performance by a neural network
https://github.com/tensorflow/magenta-demos/tree/master/performance_rnn
Real-time Human Pose Estimation in the browser.
https://github.com/tensorflow/tfjs-models/tree/master/posenet
Train a server-side model to classify baseball pitch types using Node.js.
https://github.com/tensorflow/tfjs-examples/tree/master/baseball-node
A collection of over 15 short examplesof different deep learning tasks. These examples can be great starting points for your own projects.
Also check out the gallery to see what others in the community have created with TensorFlow.js.
https://github.com/tensorflow/tfjs-examples/
Add-Ons
These are additional libraries that work with TensorFlow.js but need to be installed separately.
An add-on library for TensorFlow.JS that provides in browser visualization capabilities. Easily see model information, training metrics and evaluate model quality
See our demo showing how tomonitor training , or look at theinternals of a digit recognizer.
https://github.com/tensorflow/tfjs-vis/
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