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Real-time object detection and ASAM OpenLABEL labeling for 6 IDS cameras on autonomous vehicle. ROS2 + YOLOv8

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OPINA IDS Camera Labeling System

Real-time object detection and ASAM OpenLABEL v1.0.0 compliant labeling for 6 IDS cameras on autonomous vehicle.

Features

  • 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

Tech Stack

  • ROS2 Foxy | Ubuntu 20.04 | Python | YOLOv8 | OpenCV | ASAM OpenLABEL v1.0.0

Author

Marwan Bakr - Autonomous Driving Engineer

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Real-time object detection and ASAM OpenLABEL labeling for 6 IDS cameras on autonomous vehicle. ROS2 + YOLOv8

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