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Visual Localization System using AR Tags as Fiduciary Markers

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Visual Localization Using AR Tags as Landmarks

Overview

This repository contains the code that does data collection and the mapping of AR Tags location to set up the visual/landmark based locazliation. The goal was to improve the current localization system within the Segbots which currently use Monte Carlo Localization and measure the effectiveness by comparing to the ground truth.

How to run

1. Launch Segbot
roslaunch bwi_launch segbot_v2.launch
2. Launch AR_Track_Alvar to let the Segbot to track/detect AR Tags
roslaunch ar_track_alvar pr2_indiv.launch
3. Compute to create a network/mapping of tags
rosrun ar_localization data_collection

How the system works

indiv

chain

Effectiveness of the system

Result

chart

Additional Information

Link to the slide

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Visual Localization System using AR Tags as Fiduciary Markers

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