#
lidar
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Tooling for professional robotic development in C++ and Python with a touch of ROS, autonomous driving and aerospace: https://freerobotics.tools/
python
machine-learning
awesome
robot
cplusplus
cpp
robotics
mapping
aerospace
point-cloud
artificial-intelligence
ros
lidar
self-driving-car
awesome-list
automotive
slam
autonomous-driving
robotic
ros2
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Jul 13, 2021
A curated list of awesome data labeling tools
awesome
deep-learning
image-annotation
annotation
video-annotation
lidar
awesome-list
labeling
semantic-segmentation
annotation-tool
3d-annotation
image-labeling
labeling-tool
label-images
bounding-box
image-labeling-tool
label-videos
data-labeling
audio-annotation-tool
audio-annotation
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Jul 9, 2021
Laser Odometry and Mapping (Loam) is a realtime method for state estimation and mapping using a 3D lidar.
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Updated
Jun 18, 2019 - C++
An "Iterative Closest Point" library for 2-D/3-D mapping in Robotics
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Jul 20, 2021 - C++
3D LIDAR-based Graph SLAM
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Jul 6, 2021 - C++
ROS package to find a rigid-body transformation between a LiDAR and a camera for "LiDAR-Camera Calibration using 3D-3D Point correspondences"
camera
camera-calibration
point-cloud
ros
calibration
lidar
velodyne
point-clouds
data-fusion
ros-kinetic
aruco-markers
lidar-camera-calibration
3d-points
ros-melodic
hesai
stereo-cameras
camera-frame
lidar-frame
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Feb 4, 2021 - C++
The PyTorch Implementation based on YOLOv4 of the paper: "Complex-YOLO: Real-time 3D Object Detection on Point Clouds"
real-time
multiprocessing
lidar
object-detection
mosaic
lidar-point-cloud
3d-object-detection
data-parallel-computing
complex-yolo
giou
mish
yolov4
rotated-boxes
rotated-boxes-iou
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Updated
Mar 29, 2021 - Python
fast
real-time
clustering
point-cloud
range
ros
lidar
depth
segmentation
pcl
codacy
catkin
codacy-link
catkin-workspace
velodyne-sensor
coveralls-link
travis-link
velodyne
depth-image
range-image
depth-clustering
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May 20, 2021 - C++
DJI Onboard SDK Official Repository
camera
uav
drone
robotics
dji
flight-controller
lidar
sensors
trajectory-optimization
dji-sdk
onboard-sdk
collision-avoidance
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Jun 28, 2021 - C++
Large-scale Point Cloud Semantic Segmentation with Superpoint Graphs
semantic
clustering
point-cloud
pytorch
lidar
segmentation
partition
semantic-segmentation
large-scale
ply-files
superpoint-graphs
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Apr 22, 2021 - Python
Semantic and Instance Segmentation of LiDAR point clouds for autonomous driving
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Feb 18, 2021 - Python
loam code noted in Chinese(loam中文注解版)
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Updated
Oct 9, 2019 - C++
SuMa++: Efficient LiDAR-based Semantic SLAM (Chen et al IROS 2019)
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Updated
Apr 15, 2021 - C++
ICRA 2019 "Self-supervised Sparse-to-Dense: Self-supervised Depth Completion from LiDAR and Monocular Camera"
computer-vision
deep-learning
pytorch
lidar
kitti-dataset
depth-estimation
depth-prediction
self-supervised-learning
depth-completion
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Apr 24, 2021 - Python
Object (e.g Pedestrian, vehicles) tracking by Extended Kalman Filter (EKF), with fused data from both lidar and radar sensors.
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Apr 16, 2021 - C++
An extension of Open3D to address 3D Machine Learning tasks
visualization
tensorflow
pytorch
lidar
object-detection
pretrained-models
datasets
rgbd
semantic-segmentation
3d-object-detection
3d-perception
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Jul 23, 2021 - Python
The Point Processing Toolkit (pptk) is a Python package for visualizing and processing 2-d/3-d point clouds.
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Sep 17, 2020 - C++
Interactive Map Correction for 3D Graph SLAM
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Jul 6, 2021 - C++
LiDAR SLAM: Scan Context + LeGO-LOAM
cpp
mapping
loop
lidar
slam
place-recognition
odometry
pointcloud
gtsam
loam
iros
lidar-slam
mulran-dataset
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Updated
Nov 19, 2020 - C++
Point cloud registration pipeline for robot localization and 3D perception
tracking
localization
robotics
mapping
registration
lidar
pcl
ndt
icp
robot-localization
3d-perception
scan-matching
pointcloud-registration
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Jul 10, 2021 - C++
Real-time 3D localization using a (velodyne) 3D LIDAR
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Jun 22, 2021 - C++
OverlapNet - Loop Closing for 3D LiDAR-based SLAM (chen2020rss)
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Apr 9, 2021 - Python
Predict dense depth maps from sparse and noisy LiDAR frames guided by RGB images. (Ranked 1st place on KITTI)
computer-vision
deep-learning
pytorch
lidar
sensor-fusion
kitti
depth-prediction
noisy-data
depth-completion
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Nov 9, 2020 - Python
[ECCV 2020] Searching Efficient 3D Architectures with Sparse Point-Voxel Convolution
computer-vision
deep-learning
efficiency
point-cloud
pytorch
lidar
3d-deep-learning
architecture-search
semantickitti
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Updated
Jul 10, 2021 - Python
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