TensorFlow.js workshop

Hands-on deep learning with TensorFlow.js - Google docs slides

• Part 1 - Run the Python code with mybinder.org or Google Colab
• Part 2 - Run the web app with observable notebooks or just the web app

Additional resources

About TensorFlow.js

• TensorFlow.js: Machine Learning for the Web and Beyond - 2019 paper
• TensorFlow.js pretrained models - GitHub repository

Learning "deep learning" in your browser

• ml5: friendly machine learning for the web - website
• Google Teachable machine, Playground and GAN Lab experiments

Online demos

• Pose detection demo and blogpost by the TensorFlow team
• Speech commands demo and code by the TensorFlow team
• Object detection demo and article by Nick Bourdakos