├── .gitignore ├── LICENSE ├── README.md ├── Report.pdf ├── Sentinel-1-SAR:1-band ├── PredictedOutputs │ ├── Apr-June │ │ ├── Predicted │ │ │ ├── out1.jpg │ │ │ ├── out10.jpg │ │ │ ├── out11.jpg │ │ │ ├── out12.jpg │ │ │ ├── out14.jpg │ │ │ ├── out15.jpg │ │ │ ├── out16.jpg │ │ │ ├── out17.jpg │ │ │ ├── out18.jpg │ │ │ ├── out2.jpg │ │ │ ├── out20.jpg │ │ │ ├── out21.jpg │ │ │ ├── out22.jpg │ │ │ ├── out23.jpg │ │ │ ├── out3.jpg │ │ │ ├── out4.jpg │ │ │ ├── out5.jpg │ │ │ ├── out6.jpg │ │ │ ├── out7.jpg │ │ │ ├── out8.jpg │ │ │ └── out9.jpg │ │ └── Processed │ │ │ ├── 1.tif │ │ │ ├── 10.tif │ │ │ ├── 11.tif │ │ │ ├── 12.tif │ │ │ ├── 13.tif │ │ │ ├── 14.tif │ │ │ ├── 15.tif │ │ │ ├── 16.tif │ │ │ ├── 17.tif │ │ │ ├── 18.tif │ │ │ ├── 19.tif │ │ │ ├── 2.tif │ │ │ ├── 20.tif │ │ │ ├── 21.tif │ │ │ ├── 22.tif │ │ │ ├── 23.tif │ │ │ ├── 3.tif │ │ │ ├── 4.tif │ │ │ ├── 5.tif │ │ │ ├── 6.tif │ │ │ ├── 7.tif │ │ │ ├── 8.tif │ │ │ └── 9.tif │ ├── Jan-March │ │ ├── Predicted │ │ │ ├── out1.jpg │ │ │ ├── out11.jpg │ │ │ ├── out12.jpg │ │ │ ├── out14.jpg │ │ │ ├── out15.jpg │ │ │ ├── out16.jpg │ │ │ ├── out17.jpg │ │ │ ├── out18.jpg │ │ │ ├── out2.jpg │ │ │ ├── out20.jpg │ │ │ ├── out21.jpg │ │ │ ├── out22.jpg │ │ │ ├── out23.jpg │ │ │ ├── out3.jpg │ │ │ ├── out4.jpg │ │ │ ├── out5.jpg │ │ │ ├── out7.jpg │ │ │ └── out9.jpg │ │ └── Processed │ │ │ ├── 1.tif │ │ │ ├── 10.tif │ │ │ ├── 11.tif │ │ │ ├── 12.tif │ │ │ ├── 13.tif │ │ │ ├── 14.tif │ │ │ ├── 15.tif │ │ │ ├── 16.tif │ │ │ ├── 17.tif │ │ │ ├── 18.tif │ │ │ ├── 19.tif │ │ │ ├── 2.tif │ │ │ ├── 20.tif │ │ │ ├── 21.tif │ │ │ ├── 22.tif │ │ │ ├── 23.tif │ │ │ ├── 3.tif │ │ │ ├── 4.tif │ │ │ ├── 5.tif │ │ │ ├── 6.tif │ │ │ ├── 7.tif │ │ │ ├── 8.tif │ │ │ └── 9.tif │ ├── July-Sept │ │ ├── Predicted │ │ │ ├── out1.jpg │ │ │ ├── out11.jpg │ │ │ ├── out12.jpg │ │ │ ├── out14.jpg │ │ │ ├── out15.jpg │ │ │ ├── out16.jpg │ │ │ ├── out17.jpg │ │ │ ├── out18.jpg │ │ │ ├── out2.jpg │ │ │ ├── out20.jpg │ │ │ ├── out21.jpg │ │ │ ├── out22.jpg │ │ │ ├── out23.jpg │ │ │ ├── out3.jpg │ │ │ ├── out4.jpg │ │ │ ├── out5.jpg │ │ │ ├── out7.jpg │ │ │ └── out9.jpg │ │ └── Processed │ │ │ ├── 1.tif │ │ │ ├── 10.tif │ │ │ ├── 11.tif │ │ │ ├── 12.tif │ │ │ ├── 13.tif │ │ │ ├── 14.tif │ │ │ ├── 15.tif │ │ │ ├── 16.tif │ │ │ ├── 17.tif │ │ │ ├── 18.tif │ │ │ ├── 19.tif │ │ │ ├── 2.tif │ │ │ ├── 20.tif │ │ │ ├── 21.tif │ │ │ ├── 22.tif │ │ │ ├── 23.tif │ │ │ ├── 3.tif │ │ │ ├── 4.tif │ │ │ ├── 5.tif │ │ │ ├── 6.tif │ │ │ ├── 7.tif │ │ │ ├── 8.tif │ │ │ └── 9.tif │ └── Oct-Dec │ │ ├── Predicted │ │ ├── out1.jpg │ │ ├── out11.jpg │ │ ├── out12.jpg │ │ ├── out14.jpg │ │ ├── out15.jpg │ │ ├── out16.jpg │ │ ├── out17.jpg │ │ ├── out18.jpg │ │ ├── out2.jpg │ │ ├── out20.jpg │ │ ├── out21.jpg │ │ ├── out22.jpg │ │ ├── out23.jpg │ │ ├── out3.jpg │ │ ├── out4.jpg │ │ ├── out5.jpg │ │ ├── out7.jpg │ │ └── out9.jpg │ │ └── Processed │ │ ├── 1.tif │ │ ├── 10.tif │ │ ├── 11.tif │ │ ├── 12.tif │ │ ├── 13.tif │ │ ├── 14.tif │ │ ├── 15.tif │ │ ├── 16.tif │ │ ├── 17.tif │ │ ├── 18.tif │ │ ├── 19.tif │ │ ├── 2.tif │ │ ├── 20.tif │ │ ├── 21.tif │ │ ├── 22.tif │ │ ├── 23.tif │ │ ├── 3.tif │ │ ├── 4.tif │ │ ├── 5.tif │ │ ├── 6.tif │ │ ├── 7.tif │ │ ├── 8.tif │ │ └── 9.tif ├── README.md ├── RGBOneHotConv.py ├── check_versions.py ├── convertTo4Bands ├── google-earth-engine.js ├── image_processing_functions.py ├── images │ ├── 18.png │ ├── 2.png │ ├── 21.png │ ├── Apr-June │ │ ├── out1.jpg │ │ ├── out11.jpg │ │ ├── out14.jpg │ │ ├── out22.jpg │ │ └── out3.jpg │ ├── Jan-March │ │ ├── out1.jpg │ │ ├── out11.jpg │ │ ├── out14.jpg │ │ ├── out22.jpg │ │ └── out3.jpg │ ├── July-Sept │ │ ├── out1.jpg │ │ ├── out11.jpg │ │ ├── out14.jpg │ │ ├── out22.jpg │ │ └── out3.jpg │ ├── Oct-Dec │ │ ├── out1.jpg │ │ ├── out11.jpg │ │ ├── out14.jpg │ │ ├── out22.jpg │ │ └── out3.jpg │ ├── gt-18.png │ ├── gt-2.png │ ├── gt-21.png │ ├── out18.jpg │ ├── out2.jpg │ ├── out21.jpg │ └── plots │ │ ├── Accuracy_Plot-SAR-2.png │ │ └── Loss_Plot-SAR-2.png ├── predict_model.py ├── resizeImage.py ├── saveTrainX.py ├── saveTrainY.py ├── saveValidation.py ├── train_unet_model.py └── unet_model.py ├── Sentinel-2-MSI-1C:4-bands ├── README.md ├── RGBOneHotConv.py ├── check_versions.py ├── convertTo4Bands ├── google-earth-engine.js ├── image_processing_functions.py ├── images │ ├── 14.jpg │ ├── 2.jpg │ ├── 22.jpg │ ├── apr20 │ │ ├── out16.jpg │ │ ├── out17.jpg │ │ ├── out2.jpg │ │ └── out25.jpg │ ├── gt-14.png │ ├── gt-2.png │ ├── gt-22.png │ ├── jun03 │ │ ├── out16.jpg │ │ ├── out17.jpg │ │ ├── out2.jpg │ │ └── out25.jpg │ ├── jun09 │ │ ├── out16.jpg │ │ ├── out17.jpg │ │ ├── out2.jpg │ │ └── out25.jpg │ ├── may10 │ │ ├── out16.jpg │ │ ├── out17.jpg │ │ ├── out2.jpg │ │ └── out25.jpg │ ├── may15 │ │ ├── out16.jpg │ │ ├── out17.jpg │ │ ├── out2.jpg │ │ └── out25.jpg │ ├── may30 │ │ ├── out16.jpg │ │ ├── out17.jpg │ │ ├── out2.jpg │ │ └── out25.jpg │ ├── plots │ │ ├── Accuracy_Plot.png │ │ ├── Accuracy_Plot2.png │ │ ├── Loss_Plot.png │ │ └── Loss_Plot2.png │ ├── sat-14.png │ ├── sat-2.png │ └── sat-22.png ├── predict_model.py ├── resizeImage.py ├── saveTrainX.py ├── saveTrainY.py ├── saveValidation.py ├── train_unet_model.py └── unet_model.py ├── images └── flowchart.png └── requirements.txt /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Kalit31/Land-Cover-Analysis/HEAD/.gitignore -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Kalit31/Land-Cover-Analysis/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/Kalit31/Land-Cover-Analysis/HEAD/README.md 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