Jiaping Xiao's Projects
Unity Machine Learning Agents Toolkit
OpenMMLab Detection Toolbox and Benchmark
OpenMMLab's next-generation platform for general 3D object detection.
[ICCV 2019] Monocular depth estimation from a single image
Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
ORB-SLAM3: An Accurate Open-Source Library for Visual, Visual-Inertial and Multi-Map SLAM
ROS driver for Pt. Grey cameras, based on the official FlyCapture2 SDK.
Open source software for autonomous drones.
PX4 Autopilot Software
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
Model Predictive Control for Quadrotors with extension to Perception-Aware MPC
This repository contains an implementation of REMODE (REgularized MOnocular Depth Estimation), as described in the paper.
Quadrotor control framework developed by the Robotics and Perception Group
Semi-direct Visual Odometry
Example node to use the SVO Installation.
GPU implementation of SGM for ROS
Scalable Multi-Agent RL Training School for Autonomous Driving
SPAtial GrapHs: nETworks, Topology, & Inference
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
Teach-Repeat-Replan: A Complete and Robust System for Aggressive Flight in Complex Environments
ROS driver for DJI/Ryze Tello drones
This is a collection of python modules that interact with the Ryze Tello drone.
ROS2 node for DJI Tello and Visual SLAM for mapping of indoor environments.
A Python library for interfacing with the Ryze Tello Edu, including swarm and search behaviours.
DJI Tello drone controller python package
A Cyber-Physical System (CPS) is a mixed system integrated with computation, communication, and physical processes, which takes an important position in the smart city, and there are many challenges in its security issues. In this project, we established a testbed and a mini UI system to verify our CPS threat analysis method and auto anomaly detection algorithm.
The ultimate Vim configuration (vimrc)
Fisheye version of VINS-Fusion