breast cancer augmentation

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breast cancer 3 class

Classification

breast cancer 3 class Image Dataset

Versions
2024-06-12 12:23pm
v1
·
19 days ago
v1

2024-06-12 12:23pm

Generated on Jun 12, 2024
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902 Total Images

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Dataset Split

Train Set 96%
870Images
Valid Set %
0Images
Test Set 4%
32Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 0-96% Vertical Region
Resize: Stretch to 224x224

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Crop: 0% Minimum Zoom, 5% Maximum Zoom
Rotation: Between -10° and +10°
Shear: ±4° Horizontal, ±4° Vertical
Brightness: Between -10% and +10%