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Image Classification Model using web crawling and transfer learning
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웹 크롤링과 전이학습을 활용한 이미지 분류 모델

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Type
Academic journal
Author
Lee-JuHyeok (Hankyong National University) Kim-Mi Hui (Hankyong National University)
Journal
Institute of Korean Electrical and Electronics Engineers Journal of IKEEE Vol.26 No.4 KCI Accredited Journals
Published
2022.12
Pages
116 - 123 (8page)

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Image Classification Model using web crawling and transfer learning
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Abstract· Keywords

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In this paper, to solve the large dataset problem, we collect images through an image collection method called web crawling and build datasets for use in image classification models through a data preprocessing process. We also propose a lightweight model that can automatically classify images by adding category values by incorporating transfer learning into the image classification model and an image classification model that reduces training time and achieves high accuracy.

Contents

Abstract
요약
Ⅰ. 서론
Ⅱ. 배경 지식
Ⅲ. 제안하는 모델
Ⅳ. 실험 결과
Ⅴ. 결론 및 향후 연구
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