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    • all_ws

      Public
      The whole project for all our LiDAR perception
      Shell
      101910Updated Oct 8, 2022Oct 8, 2022
    • The LiDAR segmenters library, for segmentation-based detection.
      C++
      14141151Updated Oct 8, 2022Oct 8, 2022
    • A hybrid SOTA solution of LiDAR panoptic segmentation with C++ implementations of point cloud clustering algorithms. ICCV21, Workshop on Traditional Computer Vision in the Age of Deep Learning
      C++
      25000Updated Oct 12, 2021Oct 12, 2021
    • MV3D

      Public
      Tensorflow implementation of Multi-View 3D Object Detection Network (in progress)
      Jupyter Notebook
      MIT License
      54921Updated Jun 14, 2021Jun 14, 2021
    • KiTTI LiDAR-Camera Fusion, implemented using kitti_ros.
      Python
      154120Updated Apr 26, 2021Apr 26, 2021
    • kitti_ros

      Public
      A ROS-based player to replay KiTTI dataset. http://www.cvlibs.net/datasets/kitti/
      Python
      63190Updated Feb 14, 2021Feb 14, 2021
    • Tracking objects obtaining from segmentor and improve segmentation. https://github.com/LidarPerception/segmenters_lib
      C++
      307130Updated Jan 17, 2021Jan 17, 2021
    • Python
      BSD 2-Clause "Simplified" License
      51100Updated Nov 18, 2020Nov 18, 2020
    • Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud
      Python
      BSD 2-Clause "Simplified" License
      69000Updated Nov 13, 2020Nov 13, 2020
    • PolarSeg

      Public
      Implementation for PolarNet: An Improved Grid Representation for Online LiDAR Point Clouds Semantic Segmentation (CVPR 2020)
      Python
      BSD 3-Clause "New" or "Revised" License
      80100Updated May 26, 2020May 26, 2020
    • A simple and efficient 3D line detection algorithm for large scale unorganized point cloud
      C++
      BSD 2-Clause "Simplified" License
      169200Updated Feb 7, 2020Feb 7, 2020
    • The common library for other Lidar Perception packages.
      C++
      303100Updated Oct 6, 2019Oct 6, 2019
    • C++
      5300Updated Oct 4, 2019Oct 4, 2019
    • avod

      Public
      Code for 3D object detection for autonomous driving
      Python
      MIT License
      347020Updated Jul 22, 2019Jul 22, 2019
    • C++
      MIT License
      119100Updated Apr 30, 2019Apr 30, 2019
    • latte

      Public
      Python
      Apache License 2.0
      158000Updated Apr 23, 2019Apr 23, 2019
    • The Point Cloud roi process library.
      C++
      13610Updated Feb 5, 2019Feb 5, 2019
    • Object Orientation Corrected Bounding Box Fit for Point Cloud Clusters.
      C++
      457820Updated Feb 4, 2019Feb 4, 2019
    • C++
      3320Updated Dec 22, 2018Dec 22, 2018
    • ROS package for the Perception (Sensor Processing, Detection, Tracking and Evaluation) of the KITTI Vision Benchmark Suite
      C++
      81600Updated Dec 1, 2018Dec 1, 2018
    • Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation https://arxiv.org/abs/1710.07368
      Python
      BSD 2-Clause "Simplified" License
      2392350Updated Nov 12, 2018Nov 12, 2018
    • Web-based labeling tool for camera and LIDAR data
      JavaScript
      MIT License
      439000Updated Nov 11, 2018Nov 11, 2018
    • Python
      MIT License
      26000Updated Oct 19, 2018Oct 19, 2018
    • Robosense rviz RobotModel for Car, embedded in kitti_ros. https://github.com/LidarPerception/kitti_ros
      CMake
      71200Updated Jun 19, 2018Jun 19, 2018
    • kitti2bag

      Public
      Convert KITTI dataset (Velodyne+GPS/IMU+Camera) to ROS bag file the easy way!
      Python
      MIT License
      262100Updated May 24, 2018May 24, 2018
    • Combining 3D Shape, Color, and Motion for Robust Velocity Estimation
      C++
      Other
      77110Updated May 21, 2018May 21, 2018
    • C++
      62020Updated May 17, 2018May 17, 2018
    • Ground Segmentation
      C++
      BSD 3-Clause "New" or "Revised" License
      148100Updated May 8, 2018May 8, 2018
    • VoxelNet

      Public
      This is an unofficial inplementation of VoxelNet in TensorFlow.
      Python
      240010Updated Apr 16, 2018Apr 16, 2018
    • JavaScript
      BSD 3-Clause "New" or "Revised" License
      42300Updated Apr 9, 2018Apr 9, 2018