├── .gitattributes ├── .gitignore ├── README.md ├── __init__.py ├── environment.yml ├── img_src ├── model_diagram.jpg ├── orientation_diagram.jpg └── poster.jpg ├── model ├── __init__.py ├── add_output_layers.py ├── backbone_xception.py ├── build_model.py ├── check_pickle.py ├── data_generator.py ├── data_processing.py ├── loss_function.py ├── metrics.py ├── orientation_converters.py ├── positional_encoder.py ├── tmp_data.pkl ├── training.py ├── training.sh └── training_dataset.py ├── pyproject.toml └── utils ├── Exp-A_gt_0.png ├── __init__.py ├── convert_to_csv.py ├── csv_output ├── angular_loss_cleaned_training_accuracy.csv ├── angular_loss_cleaned_training_loss.csv ├── angular_loss_cleaned_validation_accuracy.csv ├── angular_loss_cleaned_validation_loss.csv ├── angular_new_cleaned_training_accuracy.csv ├── angular_new_cleaned_training_loss.csv ├── angular_new_cleaned_validation_accuracy.csv ├── angular_new_cleaned_validation_loss.csv ├── cleaned_training_accuracy.csv ├── cleaned_training_loss.csv ├── cleaned_validation_accuracy.csv ├── cleaned_validation_loss.csv ├── depth+pos_enc_cleaned_training_accuracy.csv ├── depth+pos_enc_cleaned_training_loss.csv ├── depth+pos_enc_cleaned_validation_accuracy.csv ├── depth+pos_enc_cleaned_validation_loss.csv ├── depth_cleaned_training_accuracy.csv ├── depth_cleaned_training_loss.csv ├── depth_cleaned_validation_accuracy.csv ├── depth_cleaned_validation_loss.csv ├── exp-A_cleaned_training_accuracy.csv ├── exp-A_cleaned_training_loss.csv ├── exp-A_cleaned_validation_accuracy.csv ├── exp-A_cleaned_validation_loss.csv ├── exp-B_cleaned_training_accuracy.csv ├── exp-B_cleaned_training_loss.csv ├── exp-B_cleaned_validation_accuracy.csv ├── exp-B_cleaned_validation_loss.csv ├── exp-C_cleaned_training_accuracy.csv ├── exp-C_cleaned_training_loss.csv ├── exp-C_cleaned_validation_accuracy.csv ├── exp-C_cleaned_validation_loss.csv ├── multi_2_bin_cleaned_training_accuracy.csv ├── multi_2_bin_cleaned_training_loss.csv ├── multi_2_bin_cleaned_validation_accuracy.csv ├── multi_2_bin_cleaned_validation_loss.csv ├── multi_4_bin_cleaned_training_accuracy.csv ├── multi_4_bin_cleaned_training_loss.csv ├── multi_4_bin_cleaned_validation_accuracy.csv ├── multi_4_bin_cleaned_validation_loss.csv ├── multi_affinity_cleaned_training_accuracy.csv ├── multi_affinity_cleaned_training_loss.csv ├── multi_affinity_cleaned_validation_accuracy.csv ├── multi_affinity_cleaned_validation_loss.csv ├── pos_enc_cleaned_training_accuracy.csv ├── pos_enc_cleaned_training_loss.csv ├── pos_enc_cleaned_validation_accuracy.csv ├── pos_enc_cleaned_validation_loss.csv ├── pos_enc_second_cleaned_training_accuracy.csv ├── pos_enc_second_cleaned_training_loss.csv ├── pos_enc_second_cleaned_validation_accuracy.csv ├── pos_enc_second_cleaned_validation_loss.csv ├── pos_enc_third_cleaned_training_accuracy.csv ├── pos_enc_third_cleaned_training_loss.csv ├── pos_enc_third_cleaned_validation_accuracy.csv └── pos_enc_third_cleaned_validation_loss.csv ├── data_checker.py ├── train_utils.py ├── view_tensorboard.sh └── visualize_loss_function.py /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/umd-fire-coml/survey-orientation-representations/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/umd-fire-coml/survey-orientation-representations/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/umd-fire-coml/survey-orientation-representations/HEAD/README.md -------------------------------------------------------------------------------- /__init__.py: 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