Table 3 Skin disease datasets
From: Opportunities and Challenges: Classification of Skin Disease Based on Deep Learning
Name | Number of images | Disease classification | Image type |
|---|---|---|---|
BCN2000 [64] | 19424 | 8 | Dermoscopic images |
HAM10000 [65] | 10015 | 7 | Dermoscopic images |
ISIC Archive [66] | 23906 | 7 | Dermoscopic images |
ISIC 2016 [58] | 1279 | 2 | Dermoscopic images |
ISIC 2017 [67] | 2000 | 3 | Dermoscopic images |
ASan [47] | 17125 | 12 | Clinical images |
Pigmentary dermatosis [68] | 12816 | 6 | Clinical images |
DermQuest [69] | ‒ | ‒ | Clinical images |
Dermnet [70] | ‒ | ‒ | Clinical images |