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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