Dataset Versions
v5
2023-07-20 8:29pm
Generated on Jul 20, 2023
5267 Total Images
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Dataset Split
Train Set 87%
4602Images
Valid Set 8%
435Images
Test Set 4%
230Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2.5px
Noise: Up to 5% of pixels