Dataset Versions
v2
2024-11-29 10:35pm
Generated on Nov 29, 2024
1884 Total Images
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Dataset Split
Train Set 87%
1647Images
Valid Set 8%
159Images
Test Set 4%
78Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 640x640
Grayscale: Applied
Auto-Adjust Contrast: Using Adaptive Equalization
Augmentations
Outputs per training example: 3
Shear: ±15° Horizontal, ±15° Vertical
Brightness: Between -20% and +20%
Blur: Up to 2.5px
Noise: Up to 1.6% of pixels