signatures Dataset
Versions
v1
2024-09-17 10:22am
Generated on Sep 17, 2024
3348 Total Images
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Dataset Split
Train Set 87%
2928Images
Valid Set 8%
278Images
Test Set 4%
142Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 224x224
Grayscale: Applied
Augmentations
Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -14° and +14°
Shear: ±9° Horizontal, ±6° Vertical
Saturation: Between -25% and +25%
Brightness: Between -16% and +16%
Exposure: Between -9% and +9%
Blur: Up to 0.9px
Noise: Up to 1.72% of pixels