Machine learning based image analysis for surface defect detection

Machine learning based image analysis for surface defect detection

The progressive and intelligent advancement of the manufacturing industry demands precise quality control to ensure product excellence. The surface defects that arise during the manufacturing processes pose significant concern as they can lead to quality issues and compromise production integrity...

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Bibliographic Details
Main Author: Htet Thiri Zaw
Other Authors: Zheng Jianmin
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2024
Subjects:
Computer and Information Science
Engineering
Computer science and engineering
Computer vision
Machine learning
Deep learning
Image analysis
Pattern recognition
Neural network architectures
Online Access:https://hdl.handle.net/10356/175366

Internet

https://hdl.handle.net/10356/175366

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