Chandan Shankar M

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Psoriasis

Classification

Psoriasis Image Dataset

Versions
2021-11-27 8:20pm
v4
Nov 27, 2021
2021-11-06 3:21pm
v3
Nov 6, 2021
2021-11-06 3:09pm
v2
Nov 6, 2021
2021-11-06 2:59pm
v1
Nov 6, 2021
v4

2021-11-27 8:20pm

Generated on Nov 27, 2021
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12727 Total Images

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Dataset Split

Train Set 100%
12696Images
Valid Set 0%
21Images
Test Set 0%
10Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 44% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±15° Horizontal, ±15° Vertical
Hue: Between -75° and +75°
Saturation: Between -55% and +55%
Brightness: Between -39% and +39%
Exposure: Between -26% and +26%
Blur: Up to 10.75px
Noise: Up to 8% of pixels