Convert SlimSAM checkpoints #28379
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Convert SlimSAM checkpoints #28379
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ArthurZucker
approved these changes
Jan 30, 2024
src/transformers/models/sam/convert_sam_original_to_hf_format.py
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src/transformers/models/sam/convert_sam_original_to_hf_format.py
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This issue has been automatically marked as stale because it has not had recent activity. If you think this still needs to be addressed please comment on this thread. Please note that issues that do not follow the contributing guidelines are likely to be ignored. |
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
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What does this PR do?
This PR extends the conversion script of SAM (Segment Anything) to also support SlimSAM checkpoints.
SlimSAM is a compressed (pruned) version of SAM, claims to outperform FastSAM and MobileSAM. Looks cool! Below are the SAM-vit-base (top) versus the SlimSAM-77-uniform (bottom) results.
see czg1225/SlimSAM#4