The project explore the capacity of Convolutional Neural Network (CNN) and Random Forest (RF) algorithms to detect wet snow in SAR (Sentinel-1) images. The dataset used can be found in: zenodo.org/record/8111485.
This work will be presented at IGARSS 2023, the poster can be found in the folder poster.
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├── README.md
├── cnn_wsd
│ ├── __init__.py
│ ├── architecture.py
│ ├── dataset_loader.py
│ ├── evaluate_cnn.py
│ ├── explore_cnn.py
│ ├── geo_tools.py
| ├── img_processing.py
│ ├── map_predict_cnn.py
│ ├── metrics.py
│ ├── model_selection.py
│ └── utils.py
└── poster
└── POSTER_IGARSS_23_V4.pdf