signage-types Computer Vision Dataset
1356 Total Images
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Dataset Split
Train Set 88%
1185Images
Valid Set 6%
86Images
Test Set 6%
85Images
Preprocessing
Auto-Orient: Applied
Resize: Stretch to 432x432
Augmentations
Outputs per training example: 3
Rotation: Between -15° and +15°
Shear: ±10° Horizontal, ±10° Vertical
Noise: Up to 1.96% of pixels