Feces Classifier Dataset

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2024-08-23 5:13pm
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2024-08-22 8:45pm
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2024-08-23 5:13pm

Generated on Aug 23, 2024
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2040 Total Images

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Dataset Split

Train Set 82%
1680Images
Valid Set 12%
240Images
Test Set 6%
120Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 2
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels

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