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Sensor Lab

A repository of implementations and notes that provide services for the math, computer vision, AI, robotics, autonomous driving related methods I have studied

🚧

Getting Started

Prerequisites

Algorithm

this module summarizes some methods for tradition image process, hand-eye calibration, curve fit

image undistortion

Feature Detect

Pose Estimation

Kalman Filter

pcl_test

cere_test

g2o_test

Path Plan

this module conclude some common tips and knowledge in global or local path plan.

Dijkstra global path plan Dijkstra

A star global path plan

A*

DWA local path plan

dwa

RRT sample based local path plan*

RRT*

Bezier Curve local path plan

bezier curve

B spline curve local path plan

b spline curve

Dubins Curve path plan

dubins curve LSR

dubins curve LSL

Reeds-Shepp

TODO:

Path Tracking

PID Controller

PID Controller

task

Usage

mkdir build && cd build

# enable debug
cmake ..
make -j4
make install

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