Dataset Versions
v4
2023-10-06 11:44am
Generated on Oct 6, 2023
595 Total Images
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Dataset Split
Train Set 92%
546Images
Valid Set 4%
24Images
Test Set 4%
25Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -7° and +7°
Exposure: Between -22% and +22%
Blur: Up to 1.5px
Noise: Up to 5% of pixels
Cutout: 9 boxes with 3% size each