GitHub - tomwilsonsco/Sentinel1Clearfelling: Python Machine Learning - feature preparation, supervised classification, classified image output

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Python Machine Learning - feature preparation, supervised classification, classified image output

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Name		Name	Last commit message	Last commit date
Latest commit History 6 Commits
GEE_Export_S1.ipynb		GEE_Export_S1.ipynb
KmeansSciKit.ipynb		KmeansSciKit.ipynb
MosaicRasters.ipynb		MosaicRasters.ipynb
README.md		README.md
S1ClassifiersSciKit.ipynb		S1ClassifiersSciKit.ipynb

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Includes scripts to:

Download analysis ready Sentinel 1 images from Google Earth Engine
Mosaic downloaded images if size > 4 GB
Extract pixels from training / testing polygons prepared with Geopandas
Test different supervised ml classifiers
Export classified image / probability image with predict_proba option

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Python Machine Learning - feature preparation, supervised classification, classified image output

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