Uva Welaassa Univeristy of Sri Lanka

Traffic sign recognition and voice alert system

Object Detection

Traffic sign recognition and voice alert system Image Dataset

v6

2023-05-09 10:22am

Generated on May 9, 2023

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Dataset Split

Train Set 87%
3975Images
Valid Set 8%
362Images
Test Set 5%
236Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 700x700

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Brightness: Between -25% and +25%
Exposure: Between -25% and +25%
Blur: Up to 2.5px