TensorFlow.js Workshop - Part IV [Jeya]

Today's session: Model Zoos

1/2 - https://observablehq.com/@jeyabbalas/pretrained-models?collection=@jeyabbalas/tensorflow-js

2/2 - https://observablehq.com/@jeyabbalas/object-detection?collection=@jeyabbalas/tensorflow-js

Notes

• http://aima.cs.berkeley.edu/ (book)

• https://distill.pub/2021/gnn-intro <-- about graph neural networks

• https://arxiv.org/abs/1912.02292 <-- double descent

• https://arxiv.org/abs/1706.05137 <-- one model to learn them all

• Andrej Karpathy's Twitter thread on Transformers: https://twitter.com/karpathy/status/1582807367988654081

• Projecting interactive: https://projector.tensorflow.org

• https://synthea.mitre.org <-- synthetic data

• https://www.tensorflow.org/hub/publish <-- versioned model submittion.