sayakpaul / Action-Recognition-in-TensorFlow

Contains additional materials for two keras.io blog posts.

Action-Recognition-in-TensorFlow

Contains additional materials for the following keras.io blog posts:

• Video Classification with a CNN-RNN Architecture
• Video Classification with Transformers

Notebooks

• Data_Preparation_UCF101.ipynb: Performs the initial data preparation steps on the UCF101 dataset.
• Data_Prep_Transformers.ipynb Performs additional data preparation steps for Transformers.
• Video_Classification.ipynb: Original notebook submitted for the PR.
• Video_Classification_w_Transformers: Original notebook submitted for the PR.

Acknowledgements

• François Chollet for providing guidance during the development.
• ML-GDE program for providing GCP credits that helped me run the initial experiments.