Deep learning for skin cancer classification

Classification

Dataset Versions

v2

2023-09-01 3:26pm

Generated on Sep 1, 2023

Dataset Split

Train Set 85%
1275Images
Valid Set 9%
131Images
Test Set 7%
98Images

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, 61% Maximum Zoom
Rotation: Between -45° and +45°
Shear: ±45° Horizontal, ±45° Vertical
Blur: Up to 3.75px