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skinsam
ahishamm/skinsam
skinsam is a mask generation model from ahishamm. Use it for the mask generation task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
SkinSAM is on the 12-layer ViT-b model, the mask decoder module of SAM is fine-tuned on a combined dataset of ISIC and PH2 skin lesion images and masks. SkinSAM was trained on an Nvidia Tesla A100 40GB GPU.
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At a glance
- Task
- Mask Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- sam
- Access
- Public
- Created
- Jul 9, 2023
- Updated
- Nov 27, 2024
- SHA
- d861cc81
Datasets
Model card
From the Hugging Face model README
Model Description
<!-- Provide a longer summary of what this model is/does. -->SkinSAM is on the 12-layer ViT-b model, the mask decoder module of SAM is fine-tuned on a combined dataset of ISIC and PH2 skin lesion images and masks. SkinSAM was trained on an Nvidia Tesla A100 40GB GPU.
Some of the notable results taken:
ISIC Dataset:
- IOU 78.25%
- Pixel Accuracy 92.18%
- F1 Score 87.47%
PH2 Dataset:
- IOU 86.68%
- Pixel Accuracy 93.33%
- F1 Score 93.95%
- Task
- Mask Generation
- Library
- transformers
- Type
- sam
- License
- apache-2.0
- Languages
- en
- Created
- Jul 9, 2023
- Updated
- Nov 27, 2024