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Table 5 Distribution of lesion types of ISIC-2020 before and after Augmentation

From: Skin-Net: a novel deep residual network for skin lesions classification using multilevel feature extraction and cross-channel correlation with detection of outlier

Lesion Type

No. of original images (Before Augmentation)

Augmentation

No. of augmented images (after Augmentation)

Lentigo NOS

44

No

44

Lichenoid keratosis

37

No

37

Melanoma

584

No

584

Nevus

5193

No

5193

Seborrheic keratosis

135

No

135

Solar lentigo

7

No

7

Unknown

27126

No

27126

 

Total No. of images 33126

 

Total No. of images 33126