Dataset Versions
v1
2024-05-22 11:07am
Generated on May 22, 2024
2168 Total Images
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Dataset Split
Train Set 85%
1844Images
Valid Set 10%
211Images
Test Set 5%
113Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Brightness: Between -15% and +15%
Exposure: Between -10% and +10%
Noise: Up to 0.3% of pixels