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Number of images in each class, which were selected from the HAM10000, ISIC-2019, and ISIC-2020 datasets.
| Classes * | No. of Images | Data Augmentation |
|---|---|---|
| AK | 500 | 4000 |
| BCC | 2000 | 4000 |
| BK | 2000 | 4000 |
| DF | 200 | 4000 |
| NV | 6000 | 4000 |
| MEL | 3000 | 4000 |
| VASC | 300 | 4000 |
| Total | 14,000 | 2800 |
* Actinic keratoses (AK), basal cell carcinoma (BCC), benign keratosis (BK), dermatofibroma (DF), melanoma (MEL), melanocytic nevi (NV), and vascular skin lesions (VASC).
