Deep Learning For Lidar Point Clouds Alternatives

Deep Learning for LiDAR Point Clouds in Autonomous Driving: A Review
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Alternatives To Yvanali/Deep-Learning-for-LiDAR-Point-Clouds
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
open-mmlab/OpenPCDet 4,100 0 0 over 2 years ago 0 43 apache-2.0 Python
OpenPCDet Toolbox for LiDAR-based 3D Object Detection.
protontypes/awesome-robotic-tooling 2,777 0 0 over 2 years ago 0 5 cc0-1.0
Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace.
koide3/hdl_graph_slam 1,566 0 0 about 3 years ago 0 100 bsd-2-clause C++
3D LIDAR-based Graph SLAM
ankitdhall/lidar_camera_calibration 1,187 0 0 about 3 years ago 0 53 gpl-3.0 C++
ROS package to find a rigid-body transformation between a LiDAR and a camera for "LiDAR-Camera Calibration using 3D-3D Point correspondences"
mikeroyal/Photogrammetry-Guide 923 0 0 over 2 years ago 0 0 Python
Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.
laboshinl/loam_velodyne 909 0 0 almost 7 years ago 0 93 other C++
Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.
PRBonn/depth_clustering 778 0 0 over 4 years ago 0 3 mit C++
:taxi: Fast and robust clustering of point clouds generated with a Velodyne sensor.
SMRT-AIST/interactive_slam 773 0 0 over 3 years ago 0 21 gpl-3.0 C++
Interactive Map Correction for 3D Graph SLAM
szenergy/awesome-lidar 696 0 0 over 2 years ago 0 1 cc0-1.0
😎 Awesome LIDAR list. The list includes LIDAR manufacturers, datasets, point cloud-processing algorithms, point cloud frameworks and simulators.
loicland/superpoint_graph 691 0 0 over 2 years ago 0 14 mit Python
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
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