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Toolkit to convert a clean LiDAR-camera dataset into a robustness benchmark

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kcyu2014/lidar-camera-robust-benchmark

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Code of "Benchmarking the Robustness of LiDAR-Camera Fusion for 3D Object Detection"

Here, we will release the toolkit to convert a clean LiDAR-camera dataset into a robustness benchmark. In detail, we release two example files for Waymo and nuScences dataset first.

We will post the general toolkit.

Release note

  • Toolkit for Waymo Open dataset
  • Toolkit for nuScences dataset
  • Generic toolkit for arbitrary dataset.

For now, the readme for each dataset toolkit are in Chinese. Stay tuned for the English localization.

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Toolkit to convert a clean LiDAR-camera dataset into a robustness benchmark

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