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Xu Kuan's Projects

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.

cs231n-2017-summary icon cs231n-2017-summary

After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summary of the whole course to help me to remember and to anyone who would like to know about it. I've skipped some contents in some lectures as it wasn't important to me.

cube_slam icon cube_slam

CubeSLAM: Monocular 3D Object Detection and SLAM

evo icon evo

Python package for the evaluation of odometry and SLAM

g2o icon g2o

g2o: A General Framework for Graph Optimization

git icon git

A repo to make git bash environment user-friendly.

grid_map icon grid_map

Universal grid map library for mobile robotic mapping

hfnet icon hfnet

From Coarse to Fine: Robust Hierarchical Localization at Large Scale with HF-Net (https://arxiv.org/abs/1812.03506)

maplab icon maplab

An open visual-inertial mapping framework.

maskrcnn-benchmark icon maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

msckf_vio icon msckf_vio

Robust Stereo Visual Inertial Odometry for Fast Autonomous Flight

nocode icon nocode

The best way to write secure and reliable applications. Write nothing; deploy nowhere.

okvis_ros icon okvis_ros

OKVIS: Open Keyframe-based Visual-Inertial SLAM (ROS Version)

opencv icon opencv

Open Source Computer Vision Library

opencv-document-scanner icon opencv-document-scanner

An interactive document scanner built in Python using OpenCV featuring automatic corner detection, image sharpening, and color thresholding.

orb_slam icon orb_slam

A Versatile and Accurate Monocular SLAM

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

orbslam_imu icon orbslam_imu

The code of Stereo-inertial odometry using nonlinear optimization

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