Dataset Versions
v3
2024-10-11 9:34am
Generated on Oct 11, 2024
516 Total Images
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Dataset Split
Train Set 88%
453Images
Valid Set 8%
41Images
Test Set 4%
22Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Shear: ±16° Horizontal, ±21° Vertical
Hue: Between -36° and +36°
Blur: Up to 2.5px
Cutout: 6 boxes with 12% size each
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Rotation: Between -15° and +15°