CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation

This is the official PyTorch implementation for paper “CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation”. (CVPR 2022)

News

  • 2022-03-07: We release the code and the pretrained weights.
  • 2022-03-03: Our paper is accepted by CVPR 2022.
  • 2021-11-20: Our paper is available at https://arxiv.org/abs/2111.10502
  • 2021-11-04: Our method ranked #1 on the leaderboard of KITTI Scene Flow.

Pretrained Weights

Precomputed Results

Here, we provide precomputed results for the submission to the online benchmark of KITTI Scene Flow.

Environment

Create a PyTorch environment using conda:

conda create -n camliflow python=3.7
conda activate camliflow

 

 

 

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