Dataset Versions
v3
2024-06-08 3:33pm
Generated on Jun 8, 2024
11309 Total Images
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Dataset Split
Train Set 88%
9897Images
Valid Set 8%
941Images
Test Set 4%
471Images
Preprocessing
Auto-Orient: Applied
Static Crop: 7-92% Horizontal Region, 17-80% Vertical Region
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -25% and +25%
Exposure: Between -15% and +15%