Dataset Versions
v3
2022-11-30 12:36am
Generated on Nov 29, 2022
23882 Total Images
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Dataset Split
Train Set 88%
20973Images
Valid Set 8%
1937Images
Test Set 4%
972Images
Preprocessing
Auto-Orient: Applied
Grayscale: Applied
Augmentations
Outputs per training example: 3
Rotation: Between -22° and +22°
Shear: ±21° Horizontal, ±21° Vertical
Grayscale: Apply to 25% of images
Brightness: Between -39% and +39%
Noise: Up to 7% of pixels