YOLO format of the traffic signs' images for training YOLO detector.
Trained weights for detection tasks can be found in the course mentioned below.
Training YOLO v3 for Objects Detection with Custom Data. Build your own detector by labelling, training and testing on image, video and in real time with camera. Join here: https://www.udemy.com/course/training-yolo-v3-for-objects-detection-with-custom-data/
Detections on the video are shown below 👇
Explore dataset used for training and detection tasks here: https://www.kaggle.com/valentynsichkar/traffic-signs-dataset-in-yolo-format
Traffic signs are grouped into 4 categories:
| prohibitory | danger | mandatory | other |
|---|---|---|---|
| speed limit | priority at next intersection | go right | restriction ends |
| no overtaking | danger | go left | priority road |
| no traffic both ways | bend left | go straight | give way |
| no trucks | bend right | go right or straight | stop |
| bend | go left or straight | no entry | |
| uneven road | keep right | ||
| slippery road | keep left | ||
| road narrows | roundabout | ||
| construction | |||
| traffic signal | |||
| pedestrian crossing | |||
| school crossing | |||
| cycles crossing | |||
| snow | |||
| animals |
https://www.udemy.com/course/training-yolo-v3-for-objects-detection-with-custom-data/
Valentyn N Sichkar. Traffic Signs for training YOLO v3 Detector // GitHub platform