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16824_rgb_lidar_fusion's Introduction

RGB LiDAR Fusion

https://kangkelvin.github.io/16824_RGB_LIDAR_Fusion/

Description

End-to-end PyTorch model to detect cars in 3D by fusing RGB and LiDAR features. Trained and tested on KITTI dataset.

Installation

  • Tested on Ubuntu 18.04 and CUDA 11.3
conda env create -f environment.yml

OR

conda install pytorch torchvision torchaudio cudatoolkit=11.3 -c pytorch
conda install scikit-image scipy numba pillow matplotlib flask pyqtgraph pyopengl
pip install fire tensorboardX protobuf opencv-python spconv-cu113 tqdm wandb scikit-learn

16824_rgb_lidar_fusion's People

Contributors

themorethegerryer avatar jlordfon avatar calenr avatar kangkelvin avatar

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