napari-segment-anything

Napari plugin of Segment Anything Model (SAM)

Download the network weights here

https://user-images.githubusercontent.com/21022743/230456433-2fa7bc40-a735-4d73-8d87-ecf776bbe2be.mp4

This napari plugin was generated with Cookiecutter using @napari's cookiecutter-napari-plugin template.

Installation

You can install napari-segment-anything via pip:

pip install git+https://github.com/facebookresearch/segment-anything.git
pip install napari-segment-anything

To install the latest development version :

pip install git+https://github.com/facebookresearch/segment-anything.git
pip install git+https://github.com/jookuma/napari-segment-anything.git

Instructions

• Interactions are done on the "SAM points" and "SAM box" layers using the existing functionalities of napari. Only rectangle shapes trigger the network prediction.
• For points supervision, left clicks are positive cues (object) and right clicks are negative (background).
• Press the "Confirm Annot." button (or the "C" key) to propagate the current segmentation mask to the label image.
• Use the napari labels layer features to delete or edit already confirmed labels.

Contributing

Contributions are very welcome. Tests can be run with tox, please ensure the coverage at least stays the same before you submit a pull request.

License

Distributed under the terms of the Apache Software License 2.0 license, "napari-segment-anything" is a free and open source software

Issues

If you encounter any problems, please file an issue along with a detailed description.