IoanNicolae Buraga

Skin Diseases

Object Detection

Skin Diseases Image Dataset

v2

2023-09-18 9:04am

Generated on Sep 18, 2023

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Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
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Dataset Split

Train Set 91%
2886Images
Valid Set 6%
193Images
Test Set 3%
92Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Bounding Box: Rotation: Between -45° and +45°