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Napari - Segment Anything Model (SAM) (napari-sam)

Authors: Karol Gotkowski, Fabian Isensee

Keywords: napari, segment-anything, python, sam, segmentation, annotation

Segment anything with our Napari integration of Meta AI's new Segment Anything Model (SAM)!

SAM is the new segmentation system from Meta AI capable of one-click segmentation of any object, and now, our plugin neatly integrates this into Napari.

We have already extended SAM's click-based foreground separation to full click-based semantic segmentation and instance segmentation!

At last, our SAM integration supports both 2D and 3D images!

License

Apache 2.0

Napari - Segment Anything Model (SAM) in Helmholtz Imaging CONNECT:

Expert

Karol Gotkowski

Deutsches Krebsforschungszentrum - Heidelberg

Interested in deep interactive learning, active learning, semantic/instance segmentation, object detection, interpretability, image manipulation detection. Working with both 2D and 3D data.

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