Dataset Versions
Versions
v1
2024-03-05 12:21pm
Generated on Mar 5, 2024
3721 Total Images
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Dataset Split
Train Set 87%
3255Images
Valid Set 8%
309Images
Test Set 4%
157Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 1.68% of pixels