ahishamm/skinsam

Model Description

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:

1. IOU 78.25%
2. Pixel Accuracy 92.18%
3. F1 Score 87.47%

PH2 Dataset:

1. IOU 86.68%
2. Pixel Accuracy 93.33%
3. F1 Score 93.95%