├── .gitignore ├── LICENSE ├── README.md ├── bibliography.bib ├── py ├── 01_split_data_to_train_and_validation.py ├── 02_train_rgb_finetuning.py ├── 03_train_rgb_from_scratch.py ├── 04_train_ms_finetuning.py ├── 04_train_ms_finetuning_alternative.py ├── 05_train_ms_from_scratch.py ├── 06_classify_image.py ├── Image_functions.ipynb ├── Train_from_Scratch.ipynb ├── Transfer_learning.ipynb ├── image_functions.py ├── images_for_notebook │ ├── tensorflow.png │ ├── tree.png │ ├── tree_files.png │ ├── vgg16.png │ ├── vgg16_ms_init.png │ ├── vgg16_ms_init_alternative.png │ ├── vgg16_no_top.png │ ├── vgg16_rgb_finetune.png │ ├── vgg16_rgb_init.png │ └── vgg16_sentinel_rgb.png └── statistics.py ├── requirements.txt └── slides ├── M3-2019_RieseLeitloff_SatelliteCV.pdf └── PyCon2018_LeitloffRiese_SatelliteData.pdf /.gitignore: -------------------------------------------------------------------------------- 1 | *.DS_Store 2 | .vscode/ 3 | data/PyCon 4 | py/.ipynb_checkpoints/ 5 | __* 6 | py/logs/ 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