Dataset Versions
v3
2024-12-01 8:33am
Generated on Dec 1, 2024
1053 Total Images
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Dataset Split
Train Set 89%
933Images
Valid Set 5%
57Images
Test Set 6%
63Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Filter by Tag: 1 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