From: Opportunities and Challenges: Classification of Skin Disease Based on Deep Learning
Disease type | Images type | Database | Training set | Testing set |
---|---|---|---|---|
Skin cancer [9] | Clinical and dermoscopy images | 129450 | 127463 | 1942 |
Cutaneous tumors [47] | Clinical images | 17125 | 15408 | 1276 |
Genetic disorders [46] | Facial images | 17000 | 1693 | 32 |
Melanoma [62] | Dermoscopic images | 1250 | 900 | 350 |
Melanoma [53] | Dermoscopic images | 2750 | 2000 | 600 |
Skin tumor [54] | Clinical images | 6009 | 4867 | 1142 |