Dataset Versions
v4
2024-07-11 6:14am
Generated on Jul 11, 2024
5144 Total Images
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Dataset Split
Train Set 90%
4620Images
Valid Set 7%
373Images
Test Set 3%
151Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Augmentations
Outputs per training example: 3
Shear: ±10° Horizontal, ±10° Vertical
Blur: Up to 1.4px
Noise: Up to 0.8% of pixels