@inproceedings{e1b5c8e219424167bb47584c99f670cd,
title = "Classifying Chicken-Made Food Images Using Enhanced MobilNetV2",
abstract = "We focused on the development of a classification model for Chicken food images using convolutional neural networks (CNNs) for diet management apps. While previous studies have proposed methods for classifying food images in specific countries, little research has been done on Chicken food image classification. To address this gap, we collected images from various platforms and search engines and evaluated the proposed model{\textquoteright}s performance using a Chicken food image dataset. The results showed that transfer learning can be used to achieve successful classification, but the model{\textquoteright}s performance varied depending on the type of food being classified. Thus, further research is necessary to improve the accuracy of the model for specific food types. This study has implications for the training process of the classification model and the public Chicken food image dataset, which can be useful for future studies aiming to enhance the model{\textquoteright}s performance.",
keywords = "Deep Learning, Image Classification, Transfer Learning",
author = "Abdulaziz Anorboev and Javokhir Musaev and Sarvinoz Anorboeva and Jeongkyu Hong and Nguyen, {Ngoc Thanh} and Seo, {Yeong Seok} and Dosam Hwang",
note = "Publisher Copyright: {\textcopyright} The Author(s), under exclusive license to Springer Nature Switzerland AG 2023.; 15th International Conference on Computational Collective Intelligence , ICCCI 2023 ; Conference date: 27-09-2023 Through 29-09-2023",
year = "2023",
doi = "10.1007/978-3-031-41774-0_14",
language = "English",
isbn = "9783031417733",
series = "Communications in Computer and Information Science",
publisher = "Springer Science and Business Media Deutschland GmbH",
pages = "175--188",
editor = "Nguyen, {Ngoc Thanh} and Adrianna Kozierkiewicz and Nguyen, {Ngoc Thanh} and J{\'a}nos Botzheim and L{\'a}szl{\'o} Guly{\'a}s and Manuel Nunez and Jan Treur and Gottfried Vossen",
booktitle = "Advances in Computational Collective Intelligence - 15th International Conference, ICCCI 2023, Proceedings",
address = "Germany",
}