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
