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## Model Description
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<!-- Provide a longer summary of what this model is/does. -->
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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.
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SkinSAM was trained on an Nvidia Tesla A100 40GB GPU.
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Some of the notable results taken:
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ISIC Dataset:
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1. IOU 78.25%
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2. Pixel Accuracy 92.18%
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3. F1 Score 87.47%
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PH2 Dataset:
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1. IOU 86.68%
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2. Pixel Accuracy 93.33%
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3. F1 Score 93.95%
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license: apache-2.0
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datasets:
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---
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license: apache-2.0
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datasets:
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