Dataset Versions
v3
2024-12-01 1:13am
Generated on Nov 30, 2024
4176 Total Images
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Dataset Split
Train Set 97%
4050Images
Valid Set 2%
75Images
Test Set 1%
51Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Saturation: Between -25% and +25%
Brightness: Between -25% and +25%
Cutout: 3 boxes with 10% size each
Mosaic: Applied
Bounding Box: Noise: Up to 5.01% of pixels