System Implementation

Software

Data Collection Setup

RGBD Camera

  • Successfully connected and synchronized the ZED X camera with ROS.
  • Recorded depth and RGB data streams into a ROS bag for offline processing and model training.
  • Custom ROS 2 intra-process recorder (IPC-based) for high-throughput bag capture (≥ 5 fps) ​

Ouster LiDAR

  • Established communication with the Ouster OS1 LiDAR through ROS.
  • Captured real-time 3D point cloud data and recorded it into a ROS bag.