Dataset Versions
v5
2023-05-21 2:01pm
Generated on May 21, 2023
4795 Total Images
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Dataset Split
Train Set 87%
4194Images
Valid Set 6%
300Images
Test Set 6%
301Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 416x416
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Saturation: Between -25% and +25%
Noise: Up to 2% of pixels