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...

Full description

Saved in:
Bibliographic Details
Main Author: Sebastian
Other Authors: Vun Chan Hua, Nicholas
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/157337
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-157337
record_format dspace
spelling sg-ntu-dr.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
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
spellingShingle Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Sebastian
AI development for a personal robot system
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.
author2 Vun Chan Hua, Nicholas
author_facet Vun Chan Hua, Nicholas
Sebastian
format Final Year Project
author Sebastian
author_sort Sebastian
title AI development for a personal robot system
title_short 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_sort ai development for a personal robot system
publisher Nanyang Technological University
publishDate 2022
url https://hdl.handle.net/10356/157337
_version_ 1734310235730870272