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Xman's Projects

mvision icon mvision

机器人视觉 无人驾驶 视觉SLAM ORB LSD SVO DSO 深度学习目标检测yolov3 行为识别 opencv PCL 双目视觉

neurotrajectory icon neurotrajectory

A Neuroevolutionary Approach to Local State Trajectory Learning for Autonomous Vehicles

nice-klms-qklms icon nice-klms-qklms

An implementation to "Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm" with additional work on blood pressure prediction.

ntp icon ntp

Neural Task Programming

obca icon obca

Optimization-Based Collision Avoidance - a path planner for autonomous navigation

olmo icon olmo

Modeling, training, eval, and inference code for OLMo

omg-tools icon omg-tools

Optimal Motion Generation-tools: motion planning made easy

openface icon openface

OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

openmvg icon openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

openocl icon openocl

Open Optimal Control Library for Matlab. Trajectory Optimization and non-linear Model Predictive Control (MPC) toolbox.

openvd icon openvd

Open source simulation package for Octave/Matlab

openvslam icon openvslam

OpenVSLAM: A Versatile Visual SLAM Framework

orb_slam2 icon orb_slam2

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

p-rrtstar icon p-rrtstar

Artificial potential fields based directionalized sampling for RRT*

palmnet icon palmnet

Source code for the 2019 IEEE TIFS paper "PalmNet: Gabor-PCA Convolutional Networks for Touchless Palmprint Recognition"

parnmpc icon parnmpc

A Parallel Optimization Toolkit for Nonlinear Model Predictive Control (NMPC)

path_planning_thesis icon path_planning_thesis

Package generated to accomplish my master thesis in Robotics (EMARO+). Thesis involved in Amazon Robotics Challenge 2017.

pedestrian_detection icon pedestrian_detection

通过HOG+SVM训练进行行人检测,行人数据库使用INRIAPerson,程序基于OpenCV实现

phd-bibliography icon phd-bibliography

References on Optimal Control, Reinforcement Learning and Motion Planning

pi2_gmm icon pi2_gmm

Learning motions from demonstrations and rewards with time-invariant dynamical systems based policies

practicalai icon practicalai

📚A practical approach to learning and using machine learning.

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