Dataset Versions
v3
2024-05-27 1:44am
Generated on May 26, 2024
3963 Total Images
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Dataset Split
Train Set 88%
3468Images
Valid Set 8%
331Images
Test Set 4%
164Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-70% Horizontal Region, 25-70% Vertical Region
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical