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LBLIS-Sim2Real

Official Implementation - "Towards Closing the Sim-to-Real Gap: A Physics-Guided Learning Approach for LiDAR Intensity Simulation."

πŸ”— Pretrained Weights

The pretrained model weights used in this work are available at the following link:

πŸ’Ύ Instructions

  1. Download the weights from the above link.

  2. Place the downloaded file(s) into a weights/ directory at the root of this repository:

    mkdir -p weights
    mv /path/to/downloaded_weights.pth weights/
    
    

We will soon upload all the detailed instructions for implementation.

The dataset used in this work are SemanticKITTI and nuScenes for the real domain and VoxelScape for the simulated domain

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Toward Closing the Sim-to-Real Gap: A Physics-Guided Learning Approach for LiDAR Intensity Simulation

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