AI development for a personal robot system

This report documents a Misty robot project that leverages her built-in AI capabilities and additional optical character recognition (OCR), image processing, and object detection to verify the validity of a check-in certificate generated by the TraceTogether app. There are 3 components involve...

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Bibliographic Details
Main Author: Sebastian
Other Authors: Vun Chan Hua, Nicholas
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157337
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author Sebastian
author2 Vun Chan Hua, Nicholas
author_facet Vun Chan Hua, Nicholas
Sebastian
author_sort Sebastian
collection NTU
description This report documents a Misty robot project that leverages her built-in AI capabilities and additional optical character recognition (OCR), image processing, and object detection to verify the validity of a check-in certificate generated by the TraceTogether app. There are 3 components involved: Misty, a FastAPI server with Tesseract OCR, OpenCV, and YOLOV5, and a Flutter application. All components communicate within the local network so that the system is portable. This project aims to explore how Misty’s built-in AI can work together with custom AI algorithms. This project does not focus on making the system production-ready but focuses more on researching the extensibility aspect of Misty.
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spelling ntu-10356/1573372022-05-12T07:27:48Z AI development for a personal robot system Sebastian Vun Chan Hua, Nicholas School of Computer Science and Engineering ASCHVUN@ntu.edu.sg Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence This report documents a Misty robot project that leverages her built-in AI capabilities and additional optical character recognition (OCR), image processing, and object detection to verify the validity of a check-in certificate generated by the TraceTogether app. There are 3 components involved: Misty, a FastAPI server with Tesseract OCR, OpenCV, and YOLOV5, and a Flutter application. All components communicate within the local network so that the system is portable. This project aims to explore how Misty’s built-in AI can work together with custom AI algorithms. This project does not focus on making the system production-ready but focuses more on researching the extensibility aspect of Misty. Bachelor of Engineering (Computer Science) 2022-05-12T07:27:48Z 2022-05-12T07:27:48Z 2022 Final Year Project (FYP) Sebastian (2022). AI development for a personal robot system. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157337 https://hdl.handle.net/10356/157337 en SCSE21-0321 application/pdf Nanyang Technological University
spellingShingle Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Sebastian
AI development for a personal robot system
title AI development for a personal robot system
title_full AI development for a personal robot system
title_fullStr AI development for a personal robot system
title_full_unstemmed AI development for a personal robot system
title_short AI development for a personal robot system
title_sort ai development for a personal robot system
topic Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
url https://hdl.handle.net/10356/157337
work_keys_str_mv AT sebastian aidevelopmentforapersonalrobotsystem