Next-frame prediction with Conv-LSTM - Keras Code Examples
This video walks through a basic example of predicting the next frame in a sequence of video data. This has really exciting applications in Model-Based RL, however it still has a long way to go. Hopefully this introduction helps you get started with it if interested in this research direction!
Content Links:
Keras Code Examples - Next-frame prediction with Conv-LSTM: https://keras.io/examples/vision/conv...
ConvLSTM2D Layer - https://keras.io/api/layers/recurrent...
Colah - Understanding LSTMs- http://colah.github.io/posts/2015-08-...
Cool Robot Videos
https://bair.berkeley.edu/blog/2020/0...
https://openai.com/blog/solving-rubik...
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