{"id":15683929,"url":"https://github.com/sayakpaul/action-recognition-in-tensorflow","last_synced_at":"2025-06-19T08:34:16.099Z","repository":{"id":106647133,"uuid":"372102637","full_name":"sayakpaul/Action-Recognition-in-TensorFlow","owner":"sayakpaul","description":"Contains additional materials for two keras.io blog posts.","archived":false,"fork":false,"pushed_at":"2021-09-12T03:03:37.000Z","size":20536,"stargazers_count":17,"open_issues_count":1,"forks_count":3,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-15T14:20:37.436Z","etag":null,"topics":["action-recognition","cnn-rnn","keras","sequence-models","tensorflow","transformers","ucf-101","video-classification","video-models"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Action-Recognition-in-TensorFlow\nContains additional materials for the following keras.io blog posts: \n\n* [Video Classification with a CNN-RNN Architecture](https://keras.io/examples/vision/video_classification/)\n* [Video Classification with Transformers](https://keras.io/examples/vision/video_transformers/)\n\n## Notebooks\n* `Data_Preparation_UCF101.ipynb`: Performs the initial data preparation steps on the [UCF101 dataset](https://www.crcv.ucf.edu/data/UCF101.php).\n* `Data_Prep_Transformers.ipynb` Performs additional data preparation steps for Transformers.\n* `Video_Classification.ipynb`: Original notebook submitted for the [PR](https://github.com/keras-team/keras-io/pull/478). \n* `Video_Classification_w_Transformers`: Original notebook submitted for the [PR](https://github.com/keras-team/keras-io/pull/488). \n\n\n## Acknowledgements\n* François Chollet for providing guidance during the development.\n* [ML-GDE](https://developers.google.com/programs/experts/) program for providing GCP credits that helped me run the initial experiments.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsayakpaul%2Faction-recognition-in-tensorflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsayakpaul%2Faction-recognition-in-tensorflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsayakpaul%2Faction-recognition-in-tensorflow/lists"}