youshaoze's Projects
Reimplementation of the paper "LIME: A Method for Low-light IMage Enhancement" in ACM MM 2016.
Low-light enhancement technology(C++)
Implementing the nonlinear and linear control methods. For an instance, nonlinear model predictive control, sliding mode control etc
Use 3D laser rangefinder to detect and avoid obstacles for autonomos vehicles
Machine Learning Yearning 中文版 - 《机器学习训练秘籍》 - Andrew Ng 著
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
RRT*, RRT-connect, lazy RRT and RRT extend have been implemented for 2d and 3d c-spaces with visualization
MATLAB sample codes for mobile robot navigation
MAV planning tools using voxblox as the map representation.
Solving a maze in gazebo using ros with BFS, UCS, Astar and GBFS
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking
Multi-solution Fusion for Visual Tracking(MFT)
easy sample code for minimum snap trajectory planning in MATLAB
This project is to use Model Predictive Control (MPC) to drive a car in a game simulator. The server provides reference waypoints (yellow line in the demo video) via websocket, and we use MPC to compute steering and throttle commands to drive the car. The solution must be robust to 100ms latency, since it might encounter in real-world application.
Udacity Self-Driving Car Engineer Nanodegree. Project: Model Predictive Control
A quasi Hybrid A* method is introduced for motion planning of autonomous driving car, based on MPC and Bezier spline
Motion Planning for Mobile Robots Course
高飞老师开设的motion_planning课程,包含一些基础的motion_palanning的前端和后端算法
"Safety-Critical Model Predictive Control with Discrete-Time Control Barrier Function" by J. Zeng, B. Zhang and K. Sreenath https://arxiv.org/abs/2007.11718
The code will soon be open source.
MPC Control - Udacity SDCND Term 2, Project 5
based on ros navigation stack, using mpc to do path tracking
Model Predictive Contouring Controller (MPCC) for Autonomous Racing
Retinex Algorithms: C++ source code of SSR, MSR, MSRCR algorithm
matlab code for 2017 Detail-Enhanced Multi-Scale Exposure Fusion
ROS packages for simulating multiple Jackals in Gazebo
Real-time Joint Semantic Reasoning for Autonomous Driving