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About the coordinate system of labels #62

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leehungu opened this issue Apr 7, 2025 · 0 comments
Open

About the coordinate system of labels #62

leehungu opened this issue Apr 7, 2025 · 0 comments

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@leehungu
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leehungu commented Apr 7, 2025

Hi,

Thank you for providing the awesome dataset. I try to build a 3D detection model based on boreas, but I do not know the coordinate system of labels. I followed the tutorial (pyboreas/pyboreas/tutorials/object_detection.ipynb), but I noticed three different conversion as below:

  1. Labels to lidar:
    Labels are directly renderred to the lidar coordinate system, which means labels should be in the lidar coordinate system.

  2. Labels to image:
    Labels are firstly projected to the image plane using calib.P0, and then rendered. ‘bbs.transform(T_camera_lidar)’ is commented out. This means the labels are in the camera coordinate system.

  3. Labels to radar:
    Labels are firstly projected to the bev plane using T_bev_metric, and then rendered. This may means labels are in the radar coordinate system.

Could you provide a detail information about labels, including the coordinate system, and how to convert to other coordinate system?

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