Dataset Versions
v1
2023-10-10 11:44am
Generated on Oct 10, 2023
4047 Total Images
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Dataset Split
Train Set 94%
3822Images
Valid Set 6%
225Images
Test Set %
0Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -17° and +17°
Grayscale: Apply to 25% of images
Exposure: Between -25% and +25%
Blur: Up to 2px
Noise: Up to 5% of pixels
Cutout: 5 boxes with 18% size each