Segment anything: real-time AI model interaction and visualization

Segment anything: real-time AI model interaction and visualization

This Final Year Project focuses on the design and development of a segmentation AI service that offers users an intuitive interface for real-time mask prediction and selection. This service utilizes the cutting-edge Segment Anything Model(SAM) from the Meta AI research team, finally integrated into...

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Main Author: Wang, Jingwei
Other Authors: Chen Change Loy
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Segmentation
Web development
Online Access:https://hdl.handle.net/10356/175023
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-175023
record_format dspace
spelling sg-ntu-dr.10356-1750232024-04-19T15:46:18Z Segment anything: real-time AI model interaction and visualization Wang, Jingwei Chen Change Loy School of Computer Science and Engineering ccloy@ntu.edu.sg Computer and Information Science Segmentation Web development This Final Year Project focuses on the design and development of a segmentation AI service that offers users an intuitive interface for real-time mask prediction and selection. This service utilizes the cutting-edge Segment Anything Model(SAM) from the Meta AI research team, finally integrated into Image-Pro, a platform developed by research engineers at S-lab. This paper begins with an introduction to SAM, highlighting its applicability in web development. It then progresses through the software development lifecycle, including stages of requirements analysis, system design, and implementation. Bachelor's degree 2024-04-18T08:33:08Z 2024-04-18T08:33:08Z 2024 Final Year Project (FYP) Wang, J. (2024). Segment anything: real-time AI model interaction and visualization. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/175023 https://hdl.handle.net/10356/175023 en SCSE23-0479 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 Computer and Information Science
Segmentation
Web development
spellingShingle Computer and Information Science
Segmentation
Web development
Wang, Jingwei
Segment anything: real-time AI model interaction and visualization
description This Final Year Project focuses on the design and development of a segmentation AI service that offers users an intuitive interface for real-time mask prediction and selection. This service utilizes the cutting-edge Segment Anything Model(SAM) from the Meta AI research team, finally integrated into Image-Pro, a platform developed by research engineers at S-lab. This paper begins with an introduction to SAM, highlighting its applicability in web development. It then progresses through the software development lifecycle, including stages of requirements analysis, system design, and implementation.
author2 Chen Change Loy
author_facet Chen Change Loy
Wang, Jingwei
format Final Year Project
author Wang, Jingwei
author_sort Wang, Jingwei
title Segment anything: real-time AI model interaction and visualization
title_short Segment anything: real-time AI model interaction and visualization
title_full Segment anything: real-time AI model interaction and visualization
title_fullStr Segment anything: real-time AI model interaction and visualization
title_full_unstemmed Segment anything: real-time AI model interaction and visualization
title_sort segment anything: real-time ai model interaction and visualization
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/175023
_version_ 1814047362303131648

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