Woven Fabrics Nusa Tenggara Timur Indonesia

Citation Author(s):: Iren Brigita
Pasu
Universitas Katolik Widya Mandira

Modestine Bunga
Jawan
Universitas Katolik Widya Mandira

Adri Gabriel
Sooai
Universitas Katolik Widya Mandira

Patrisius
Batarius
Universitas Katolik Widya Mandira

Sisilia Daeng Bakka
Mau
Universitas Katolik Widya Mandira

Frengky
Tedy
Universitas Katolik Widya Mandira
Submitted by:: Adri Gabriel Sooai
Last updated:: Mon, 07/08/2024 - 15:59
DOI:: 10.21227/faj0-1884
Data Format:: *.csv
License:: Creative Commons Attribution

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Categories:: Machine Learning
Keywords:: Pattern Recognition

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Abstract

This research has produced datasets that can be used openly for other researchers. The dataset is compiled from images of woven fabrics originating from the East Nusa Tenggara Province of Indonesia. A total of 68 fabrics from six districts have been grouped and gone through the image embedding process to become RAW numerical data for further processing. By using Logistic Regression, the classifier accuracy rate for this dataset is only 79.4%. For that other researchers can contribute to improve this accuracy.

Instructions:

This research has produced datasets that can be used openly for other researchers. The dataset is compiled from images of woven fabrics originating from the East Nusa Tenggara Province of Indonesia. A total of 68 fabrics from six districts have been grouped and gone through the image embedding process to become RAW numerical data for further processing. By using Logistic Regression, the classifier accuracy rate for this dataset is only 79.4%. For that other researchers can contribute to improve this accuracy.