├── .gitignore ├── Dataset ├── .gitattributes ├── README.md └── deforestation_tfrecords.tar.gz ├── EDA.ipynb ├── Images ├── Dataset_EDA │ ├── Average_percentage_of_class_area_per_image.png │ ├── Whiskers_area_distribution.png │ ├── distribution_of_classes_log_diagram.png │ ├── image.png │ └── mask.png ├── Experiments │ ├── k-fold_cross-validation_iou_log_plot.png │ ├── k-fold_cross-validation_loss_log_plot.png │ ├── random_seeds_initialization_iou_log_plot.png │ └── random_seeds_initialization_loss_log_plot.png ├── Predictions │ ├── predictions_1.png │ └── predictions_2.png └── README.md ├── Model_Testing.ipynb ├── Model_Training_GPU.ipynb ├── Model_Training_TPU_Strategy.ipynb ├── Pretrained_Model ├── .gitattributes ├── README.md └── U6_E_1201-F1_0.7134-IOU_0.6555.h5 ├── README.md └── Unpack_data_convert_save.ipynb /.gitignore: -------------------------------------------------------------------------------- 1 | .ipynb_checkpoints/ 2 | 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