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Analysis of Clothing Image Classification Models: A Comparison Study between Traditional Machine Learning and Deep Learning Models Cover

Analysis of Clothing Image Classification Models: A Comparison Study between Traditional Machine Learning and Deep Learning Models

Fibres & Textiles in Eastern Europe
Volume 30 (2022): Issue 5 (October 2022)
By: ,  ,  ,   and    
Open Access
|Dec 2022
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DOI: https://doi.org/10.2478/ftee-2022-0046 | Journal eISSN: 2300-7354 | Journal ISSN: 1230-3666
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Language: English
Page range: 66 - 78
Published on: Dec 22, 2022
Published by: Łukasiewicz Research Network-Łódź Institute of Technology
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open
Keywords:
E-commerce,
clothing image classification,
traditional machine learning,
CNN,
HOG+SVM,
small VGG network
Related subjects:
Business and economics,
Business management,
Business informatics,
Process management,
Industrial chemistry,
Cellulose, paper and textiles,
Polymer science and technology,
Materials sciences,
Biomaterials and natural materials

© 2022 Jun Xu, Yumeng Wei, Aichun Wang, Heng Zhao, Damien Lefloch, published by Łukasiewicz Research Network-Łódź Institute of Technology
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

Volume 30 (2022): Issue 5 (October 2022)
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