US Road Signs Projects

US Road Signs

Object Detection

US Road Signs Image Dataset

v69

rrs

Generated on Jun 2, 2023

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Dataset Split

Train Set 88%
1404Images
Valid Set 6%
98Images
Test Set 6%
98Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -45° and +45°
Noise: Up to 25% of pixels
Cutout: 25 boxes with 9% size each