autonomousvision / kitti360Scripts

This repository contains utility scripts for the KITTI-360 dataset.
MIT License
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Missing Velodyne frames in SLAM Test set #66

Open jedeschaud opened 2 years ago

jedeschaud commented 2 years ago

There are many missing frames in the SLAM test set with Velodyne data: data_3d_test_slam.zip. For example:

Could you add all the missing data to be able to test the SLAM?

yiyiliao commented 2 years ago

Hi, we intentionally hold out these frames as they are ignored in the evaluation, i.e., we evaluate the pose of one frame if the moving distance between this frame and the last valid frame is larger than a threshold. This means some frames collected at a very low moving speed are neglected.

jedeschaud commented 2 years ago

I understand the interest of removing LiDAR frames for evaluation when the speed is very low. But this prevents the use of LiDAR SLAMs which take into account the spinning effect of LiDAR and the temporal continuity of the trajectory. Would it be possible to release all Test set frames? (without changing the evaluation that will be done on the frames of the test set already released)

yiyiliao commented 2 years ago

Sure. I will release the missing test frames in a separate folder soon and give you an update.