How do I extract features from satellite images and store the features as a shape fil

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I am trying to identify boundaries, blocks etc from Satellite images which are stored as GeoTIFF files. I want to extract fields, buildings etc. by feature recognition and store that as GeoJSON/.shp files.

Are there any opensource tools/libraries which I can implement to do that?



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