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EdgeSAM model for use with Autodistill.

Home Page: https://docs.autodistill.com

License: Other

Makefile 16.07% Python 83.93%
autodistill image-segmentation edgesam grounded-multimodal-model

autodistill-grounded-edgesam's Issues

Key error initializing GroundedEdgeSAM

I receive the following error.

base_model = GroundedEdgeSAM(
... ontology=CaptionOntology(
... {
... "person": "person",
... "forklift": "forklift",
... }
... )
... )
Loading EdgeSAM...
Traceback (most recent call last):
File "", line 1, in
File "C:\Users\mpatm\AppData\Local\Programs\Python\Python310\lib\site-packages\autodistill_grounded_edgesam\grounded_edgesam_model.py", line 77, in init
self.predictor = check_dependencies()
File "C:\Users\mpatm\AppData\Local\Programs\Python\Python310\lib\site-packages\autodistill_grounded_edgesam\grounded_edgesam_model.py", line 59, in check_dependencies
sam = sam_model_registrySAM_ENCODER_VERSION.to(
KeyError: 'edge_sam'

I've confirmed that, indeed, the sam_model_registry dictionary does not contain a key named edge_sam. This code ran without error the first time I ran it, but not the second:

https://github.com/autodistill/autodistill-grounded-edgesam?ref=blog.roboflow.com

I worry that the automatic installs in grounded_edgesam_model.py messed up my configuration. It seems like a bad idea to embed clones and installs in that script. It would be better to trust your users to do the appropriate installs, at most raising an error if there is an issue; this is in line with pythonic principles.

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