├── .gitignore ├── Dockerfile ├── README.md ├── configs └── video_classification_ucf_action_grouped_augmented.yaml ├── data.py ├── dataset └── ucf_action_grouped_augmented_ttv_mp4 │ ├── df_test.csv │ ├── df_train.csv │ └── df_val.csv ├── download_s3.py ├── exps_ucf_action └── ucf_action_grouped_augmented_v2 │ └── models_augmented_v2 │ ├── learning_curves.png │ ├── test_confusion_matrix.png │ ├── test_report.txt │ ├── train_confusion_matrix.png │ ├── train_report.txt │ ├── training.log │ ├── val_confusion_matrix.png │ └── val_report.txt ├── get-pip.py ├── logger.py ├── model.py ├── model_inference.py ├── preprocess_dataset_ucf_action_sport.py ├── requirements.txt ├── requirements_docker.txt ├── run_train_test.py ├── run_train_test_aws.py ├── train_test_classification_model.py ├── upload_s3.py ├── utils.py └── video_data_augmentation.py /.gitignore: -------------------------------------------------------------------------------- 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