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segment-anything
Discontinued The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
"SAM" is a foundation model aiming for performing "zero-shot" image segmentation:
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Nutrient
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instantiated fastsam model
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Note that making one request immediately after another keep requests duration low probably because of cache during tiles download on backend side. Instead waiting more than 10 minutes it seems invalidate the cache, then contextily (the GeoPandas' library that I use as a tiles client) added from 0.5s to 1.5s of time, during my tests, to download the tiles.
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created image from webmap (I'm using OpenStreetMap as tiles provider and Mapnik as map layer)