General Pathology Lab

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Breast Cancer

Classification

Breast Cancer Image Dataset

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Versions
2024-05-13 7:29pm
v2
May 13, 2024
2024-05-13 8:25pm
v1
May 13, 2024
v2

2024-05-13 7:29pm

Generated on May 13, 2024
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130 Total Images

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Dataset Split

Train Set 88%
114Images
Valid Set 8%
10Images
Test Set 5%
6Images

Preprocessing

Auto-Orient: Applied

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: ±10° Horizontal, ±10° Vertical
Hue: Between -15° and +15°
Saturation: Between -25% and +25%
Blur: Up to 2.5px
Noise: Up to 0.1% of pixels