├── README.md ├── data_preprocessing.ipynb ├── example_data ├── train_images │ ├── 10174.jpg │ ├── 6411.jpg │ ├── 6703.jpg │ ├── 6965.jpg │ └── 7677.jpg └── train_masks │ ├── 10174.png │ ├── 6411.png │ ├── 6703.png │ ├── 6965.png │ └── 7677.png ├── model_train.ipynb └── utils └── segmentation_mask_example.png /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/README.md -------------------------------------------------------------------------------- /data_preprocessing.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/data_preprocessing.ipynb -------------------------------------------------------------------------------- /example_data/train_images/10174.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_images/10174.jpg -------------------------------------------------------------------------------- /example_data/train_images/6411.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_images/6411.jpg -------------------------------------------------------------------------------- /example_data/train_images/6703.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_images/6703.jpg -------------------------------------------------------------------------------- /example_data/train_images/6965.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_images/6965.jpg -------------------------------------------------------------------------------- /example_data/train_images/7677.jpg: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_images/7677.jpg -------------------------------------------------------------------------------- /example_data/train_masks/10174.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_masks/10174.png -------------------------------------------------------------------------------- /example_data/train_masks/6411.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_masks/6411.png -------------------------------------------------------------------------------- /example_data/train_masks/6703.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_masks/6703.png -------------------------------------------------------------------------------- /example_data/train_masks/6965.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_masks/6965.png -------------------------------------------------------------------------------- /example_data/train_masks/7677.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/example_data/train_masks/7677.png -------------------------------------------------------------------------------- /model_train.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/model_train.ipynb -------------------------------------------------------------------------------- /utils/segmentation_mask_example.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/JenAlchimowicz/Semantic-segmentation-with-PyTorch-Satellite-Imagery/HEAD/utils/segmentation_mask_example.png --------------------------------------------------------------------------------