A bachelor's graduation project for KUKA YouBot made with Pytorch
- Detecting people and road signs (crosswalk) for preventive braking and stopping
- Detecting straight road lanes and lanekeeping
- Situational approach for desicion handling
- Fuzzy regulator for easy scaling
- YOLOv5 architecture with PyTorch let system work with higher picture resolution (60fps with 720p camera on GeForce1080Ti)