Dataset Versions
Versions
v1
2023-01-21 11:51am
Generated on Jan 21, 2023
8167 Total Images
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Dataset Split
Train Set 88%
7155Images
Valid Set 4%
339Images
Test Set 8%
673Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Flip: Horizontal
Rotation: Between -18° and +18°
Shear: ±15° Horizontal, ±15° Vertical
Noise: Up to 5% of pixels