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Categorization and Sorting of Products on a Production Line Using Image Processing

FYP 2 SEM 2 2019/2020

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Main Author: Wan Muhamad Arif B. Wan Husain
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Language:English
Published: 2023
Subjects:
Image processing
Categorization
Sorting
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spelling my.uniten.dspace-215012023-05-04T13:48:14Z Categorization and Sorting of Products on a Production Line Using Image Processing Wan Muhamad Arif B. Wan Husain Image processing Categorization Sorting FYP 2 SEM 2 2019/2020 Vision system technologies have recently become more advanced and improved in industries. All the manufacturers tend to develop their own product to meet customer requirements. It has seen that Small Medium Enterprise is one of the priorities for low cost implementation of their vision system. Visual inspection finds its use in the detection of defects such as scratches bubbles of cracks, shape, colour and many more. The machine vision learning approach, to automate the machine vision systems design process. This method includes the acquisition preprocessing, extraction of features and classification of images. This paper will discuss on how a faulty product or colour can be identified by the vision system. The sensor and camera are used to categorize the product defective. Servo motor is used to sort the defects product. Arduino IDE and Python IDEs software will carry out and configure all of the integration system. 2023-05-03T17:05:09Z 2023-05-03T17:05:09Z 2020-02 https://irepository.uniten.edu.my/handle/123456789/21501 en application/pdf
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
language English
topic Image processing
Categorization
Sorting
spellingShingle Image processing
Categorization
Sorting
Wan Muhamad Arif B. Wan Husain
Categorization and Sorting of Products on a Production Line Using Image Processing
description FYP 2 SEM 2 2019/2020
format
author Wan Muhamad Arif B. Wan Husain
author_facet Wan Muhamad Arif B. Wan Husain
author_sort Wan Muhamad Arif B. Wan Husain
title Categorization and Sorting of Products on a Production Line Using Image Processing
title_short Categorization and Sorting of Products on a Production Line Using Image Processing
title_full Categorization and Sorting of Products on a Production Line Using Image Processing
title_fullStr Categorization and Sorting of Products on a Production Line Using Image Processing
title_full_unstemmed Categorization and Sorting of Products on a Production Line Using Image Processing
title_sort categorization and sorting of products on a production line using image processing
publishDate 2023
_version_ 1806424029956931584
score 13.18916

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