US Road Signs Projects

US Road Signs

Object Detection

US Road Signs Image Dataset

v58

laith

Generated on May 27, 2023

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Dataset Split

Train Set 88%
1401Images
Valid Set 8%
122Images
Test Set 5%
75Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 1.25px
Noise: Up to 2% of pixels
Cutout: 4 boxes with 17% size each