Dataset Versions
v5
2024-12-01 12:40pm
Generated on Dec 1, 2024
1219 Total Images
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Dataset Split
Train Set 89%
1089Images
Valid Set 5%
63Images
Test Set 5%
67Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter by Tag: 0 required, 1 dropped
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Brightness: Between -25% and +25%
Bounding Box: Noise: Up to 5.01% of pixels