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Traffic Signals Detection YOLOv8m
YOLOv8m object detector trained for road scene understanding.
Dataset
Road_Related_Classes-IMGs&Labels Dataset
Classes:
0 - Traffic Light Signal 1 - Stop Signal 2 - Speedlimit Signal 3 - Crosswalk Signal 4 - Crosswalk 5 - Pedestrian 6 - Bus 7 - Car 8 - Truck
Model
Architecture: YOLOv8m
Input: 640 × 640 RGB images
Validation Performance
mAP50: 0.878
mAP50-95: 0.665
Precision: 0.842
Recall: 0.849
Files
best.pt: Ultralytics PyTorch checkpoint
best.onnx: ONNX deployment model
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