Dataset Versions
v3
2024-07-29 12:28pm
Generated on Jul 29, 2024
921 Total Images
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Dataset Split
Train Set 90%
825Images
Valid Set 7%
67Images
Test Set 3%
29Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Shear: ±21° Horizontal, ±23° Vertical
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Noise: Up to 0.1% of pixels