Dataset Versions
v8
2024-12-20 10:18am
Generated on Dec 20, 2024
5239 Total Images
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Dataset Split
Train Set 95%
4977Images
Valid Set 3%
178Images
Test Set 2%
84Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -17° and +17°
Shear: ±11° Horizontal, ±14° Vertical
Brightness: Between -42% and +42%
Noise: Up to 2.47% of pixels
Cutout: 6 boxes with 16% size each