Dataset Versions
v1
2024-08-22 8:45pm
Generated on Aug 22, 2024
2880 Total Images
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Dataset Split
Train Set 88%
2520Images
Valid Set 8%
240Images
Test Set 4%
120Images
Preprocessing
Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 25-75% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels