Comments (2)
In the KITTI dataset, the 3D bounding box ground truth is not provided for DontCare objects, so we cannot use 3D IOU to check for donecare objects in KITTI because doing so will essentially cause unnecessary false positives. As a result, change to 2D you to check could get better but also more reasonable numbers.
The paper is not finalized yet. I am preparing for the camera-ready version, which will ultimately have the current reasonable numbers shown in this repo.
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However, in the future, if a 3D tracking dataset provides us the 3D bonding box ground truth for DontCare objects, we should change the evaluation code to use 3D IOU to check.
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Related Issues (20)
- HOTA
- C++ implement HOT 1
- Converting nuScenes detections to KITTI format missing correspondence files HOT 3
- Can you share the new change lists of the code this year?
- Question about the KITTI detections. HOT 2
- Project dependencies may have API risk issues
- Question about visualization HOT 2
- carefully followed provided installation instructions, got FileNotFoundError HOT 7
- real-time data HOT 4
- 无法评估的问题
- Detector/Training procedure to get the provided detections HOT 1
- 请问是否修改过工程 HOT 1
- A question about detection results which in data/KITTI/detection/
- Speed optimization and parameter choice for custom detector
- Do you have ab3dmot c++ version code? HOT 1
- a question about function"get_ego_traj" HOT 1
- 请问如何修改别的检测结果作为输入进行实验?
- 'Box3D' object has no attribute 'o'
- sAMOTA, AMOTA, AMOTP, MOTA
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