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Kang Yifei's Projects

bevformer icon bevformer

[ECCV 2022] This is the official implementation of BEVFormer, a camera-only framework for autonomous driving perception, e.g., 3D object detection and semantic map segmentation.

cartographer icon cartographer

Cartographer is a system that provides real-time simultaneous localization and mapping (SLAM) in 2D and 3D across multiple platforms and sensor configurations.

dso icon dso

Direct Sparse Odometry

fish_eye icon fish_eye

Fish_eye relate calibration and undistort

kitti-pcl icon kitti-pcl

Code to use the KITTI (http://www.cvlibs.net/datasets/kitti) data set with PCL

kitti_to_rosbag icon kitti_to_rosbag

Dataset tools for working with the KITTI dataset raw data ( http://www.cvlibs.net/datasets/kitti/raw_data.php ) and converting it to a ROS bag. Also allows a library for direct access to poses, velodyne scans, and images.

msckf_vio icon msckf_vio

Robust Stereo Visual Inertial Odometry for Fast Autonomous Flight

orb_slam2_ icon orb_slam2_

Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities

orb_slam3 icon orb_slam3

ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM

point_cloud_to_image icon point_cloud_to_image

This project convert a PCL point cloud into a `cv::Mat`, where the maximum value point is located at the top-left corner of the image.

pose_graph_vertex icon pose_graph_vertex

g2o VertexSE3 and EdgeSE3 in Lie Group. The original version comes from slambook2, and it is analysis by Local Accuracy and Global Consistency for Efficient Visual SLAM

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