Dataset Versions
v4
2024-06-13 8:34pm
Generated on Jun 13, 2024
17011 Total Images
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Dataset Split
Train Set 83%
14036Images
Valid Set 12%
1976Images
Test Set 6%
999Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 2
Flip: Horizontal, Vertical
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 1.2px
Noise: Up to 0.81% of pixels