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Skin Cancer Classification

Classification

Skin Cancer Classification Image Dataset

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Versions!
2023-09-03 6:16pm
v2
·
10 months ago
1570
2023-09-03 6:05pm
v1
·
10 months ago
654
v2

2023-09-03 6:16pm

Generated on Sep 3, 2023
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1570 Total Images

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Dataset Split

Train Set 88%
1374Images
Valid Set 8%
131Images
Test Set 4%
65Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Grayscale: Apply to 25% of images
Hue: Between -25° and +25°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 5% of pixels
Cutout: 3 boxes with 10% size each