Kasetsart University

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Deep learning for skin cancer

Classification

Deep learning for skin cancer Image Dataset

Try Pre-Trained Model
Versions
2023-09-01 3:11pm
v2
·
10 months ago
2023-09-01 2:51pm
v1
·
10 months ago
v2

2023-09-01 3:11pm

Generated on Sep 1, 2023
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723 Total Images

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Dataset Split

Train Set 82%
596Images
Valid Set 12%
85Images
Test Set 6%
42Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±5° Horizontal, ±10° Vertical
Saturation: Between -15% and +15%
Brightness: Between -15% and +15%
Blur: Up to 1px