skin disease Dataset
v3
2024-09-21 6:13pm
Generated on Sep 21, 2024
19305 Total Images
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Dataset Split
Train Set 88%
16893Images
Valid Set 6%
1206Images
Test Set 6%
1206Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 320x320
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Grayscale: Apply to 15% of images
Hue: Between -10° and +10°
Brightness: Between -15% and +15%
Blur: Up to 0.5px
Noise: Up to 0.45% of pixels