Dataset Versions
Versions
v1
BCD_classify
Generated on Mar 21, 2023
4018 Total Images
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Dataset Split
Train Set 90%
3627Images
Valid Set 8%
315Images
Test Set 2%
76Images
Preprocessing
Static Crop: 35-65% Horizontal Region, 0-100% Vertical Region
Resize: Fit within 160x160
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -25° and +25°
Shear: ±5° Horizontal, ±15° Vertical
Saturation: Between -50% and +50%
Brightness: Between -40% and +40%
Exposure: Between -25% and +25%
Noise: Up to 5% of pixels