Real-time object detection and ASAM OpenLABEL v1.0.0 compliant labeling for 6 IDS cameras on autonomous vehicle.
- Subscribes to 6 ROS2 camera topics simultaneously
- YOLOv8 real-time object detection
- Generates ASAM OpenLABEL JSON metadata (timestamp, camera ID, position, elevation, orientation)
- Saves labeled images with bounding boxes
- ROS2 Foxy | Ubuntu 20.04 | Python | YOLOv8 | OpenCV | ASAM OpenLABEL v1.0.0
Marwan Bakr - Autonomous Driving Engineer