Table 2 Data Splitting for Different Datasets.
Feature | ISIC 2016 | ISIC 2017 | ISIC 2018 |
|---|---|---|---|
Total images | 1279 images | 3600 images | 3700 images |
Number of classes | 2 classes | 3 classes | 7 classes |
Name of classes | Melanoma, non-melanoma | Melanoma, Nevus, Seborrheic Keratosis | Melanoma, Malanocytic Nevus, Basal Cell Carcinoma, Actinic Keratosis, Benign Keratosis, Dermatofibroma, Vascular Lesion |
Training images | 895 | 2520 | 2590 |
Test images | 192 | 540 | 555 |
Validation images | 192 | 540 | 555 |
