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Table 2 Data size of selected deep learning projects

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