Deep Learning-basedIntelligent Traffic ControlSystem for Traffic LightOptimization

Object Detection

Dataset Versions

v4

NewVersion

Generated on Aug 23, 2023

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Dataset Split

Train Set 92%
2454Images
Valid Set 4%
109Images
Test Set 4%
98Images

Preprocessing

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

Augmentations

Outputs per training example: 3
Mosaic: Applied

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