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All Journal Conference on Innovation and Application of Science and Technology (CIASTECH) SPIRIT Jurnal Sistem Informasi Aplikasi Teknologi Informasi JITEEHA: Journal of Information Technology Applications in Education, Economy, Health and Agriculture Jurnal Pengabdian dan Inovasi Masyarakat
Selviana, Renita
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Religion Agriculture, Biological Sciences & Forestry Computer Science & IT Economics, Econometrics & Finance Education Engineering Health Professions Industrial & Manufacturing Engineering Law, Crime, Criminology & Criminal Justice Mathematics Social Sciences

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Fruit Segmentation and Identification through Image Processing with K-Means and MobileNet V2 Nurhaliza, Siti; Atoilah, Faizun; Alimin, Alimin; Selviana, Renita; Muhimah, Ni'matul
Journal of Information Technology application in Education, Economy, Health and Agriculture Vol. 1 No. 3 (2024): October
Publisher : Lumina Infinity Academy Foundation

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Abstract

This study presents the development of an application that integrates the K-Means Clustering algorithm and the MobileNetV2 pre-trained model to enhance image segmentation and object identification processes. Employing an experimental approach, the research incorporates Mini Batch K-Means technology to streamline image segmentation, significantly reducing computational overhead. Additional functionalities, including grayscale conversion, thresholding, and FAISS (Facebook AI Similarity Search)-based matching, are implemented to improve efficiency. The application features a user-friendly Tkinter-based GUI, enabling real-time image data upload and processing. The primary objective of this research is to optimize the accuracy and efficiency of segmentation and object identification for diverse practical applications. Experimental results demonstrate that the proposed algorithms and models achieve robust performance, establishing a foundation for the future advancement of more sophisticated technologies in this domain
Co-Authors Abdul Aziz alimin alimin Atoilah, Faizun Budiarto, Balla Wahyu Dewanti, Jelita Milenia Eldo, Handry Khadavi Setiyansyah, Muhammad Maria, Elsa Muhammad Lutfi Muhimah, Ni'matul Nurwijayanti Siswahyudianto Siti Nurhaliza Suryadi, Dikky Wahyu, Kurniawan