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

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ADLab-AutoDrive/lidar-camera-robust-benchmark

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

Here, we 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. Please check our paper for more details. https://arxiv.org/abs/2205.14951.

We also publish the robust fusion dataset, benchmark, data format and instructions at our website.

Release note

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

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

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