Dataset Versions
v4
2024-03-11 3:45pm
Generated on Mar 11, 2024
3496 Total Images
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Dataset Split
Train Set 88%
3060Images
Valid Set 8%
291Images
Test Set 4%
145Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±10° Horizontal, ±10° Vertical
Saturation: Between -25% and +25%
Exposure: Between -10% and +10%
Noise: Up to 0.1% of pixels
Bounding Box: Flip: Horizontal
Bounding Box: Blur: Up to 2.5px