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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
Implementation of a Banknote Watermark Detection Application Leveraging Superior Segmentation Methods Fitriani, Adinda Nur; Rafif, Muhammad; Roji, Mukhamad Fatkhur; Alimin, Alimin; Khotimah, Khusnul
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

Detecting watermarks on banknotes is crucial for verifying authenticity and combating counterfeiting. This study focuses on developing a desktop-based application that leverages OpenCV and PyQt technologies to detect watermarks on banknotes effectively. The application incorporates five advanced segmentation methods: Otsu Thresholding, Adaptive Thresholding, Thresholding, Canny Edge Detection, and K-Means Clustering, aiming to enhance the accuracy of watermark identification. The development process involves digital image processing to extract watermark features and evaluate the performance of each segmentation method based on accuracy and efficiency. Testing results demonstrate that these methods achieve high accuracy in identifying watermarks across various banknote types. This application provides a practical and accessible solution for the public to verify the authenticity of banknotes swiftly and reliably.
Co-Authors AA Sudharmawan, AA Abdul Djohar Abdul Rakhfid, Abdul Abdul Rokhim Adman, Finkyasti Nur Agus Sutriawan Ahmad Muttaqin Ahmad Zaeni, Ahmad Ahmad, La Ode Ainiyah, Maslakhatul Al Haq, Panji Mujahid Ala'uddin, M. Ala’uddin, M. Alham, Alham Ali, Mochammad Fatchurrohman Ali, Rahman Alwahab Alwahab Amal, Della Ardana Andi Mandasini, Ayu Amalia Andiko, Yandri Anjani, Ika Arham, Husnayaini Arie Rahman, Muhammad Army Auliah Aryuni, Nita Atoilah, Faizun Bahtiar Bahtiar Basya, Maziya Mazza Bimantara, Willy Bunyamin Bunyamin Citriadin, Yudin Darwin Ismail Deni Putra, Muhammad Deni Ramdani, Sulaeman Diana Eka Pratiwi Elfira Jumrah Elisa Wildayana Ellys Kumala Pramartaningthyas, Ellys Kumala Fadilla, Siti Fahlefi, Rizal Fatin Fadhilah Hasib Fendi Fendi Fitra Ramadhan, Wa Ode Fitriani, Adinda Nur Hamdjah, Afdhalifayanti Hamid Abdillah Hanafi , Syawaluddin Hanafi, Ainul Ahmadsyah Hardin Hardin, Hardin Harfiahani Indah Rakhma Ningtyas Haris Abizar, Haris Hasmyati, Hasmyati Hidayah, Bariqotul Hidayat, Rahmat Nur Himyar Pasrizal HUSNI SHABRI Ibin, Darbin Ieke Wulan Ayu Ilyas, Muslim Bin Indra Saputra Indriana Kartini Indriana Kartini Islawati Ismail, Dailani Iwan Fitriani, Muhammad Jusman, Nur Hasanah Jusniar Jusniar, Jusniar Khalim, Abdul khusnul khotimah La Agusu, La Agusu La Ode Ali Imran, La Ode Ali Lutfi Hakim M. Najib M. Sobry Maharani, Pratitis Tri Marcelin, Marcelin Mashuni Mashuni Mauga, Rifai Mayaneta, Ketrein Triyas Mayudin, Mahyudin Mazidah, Eva Nur Mosriula, Mosriula Muh. Edihar Muh. Yunus Muhamad, Fadel MUHAMMAD BAKRI Muhammad Ihsan Muhammad Muhammad Muhammad Yunus Muharram, Muharram Muhimah, Ni'matul Mukhamad Fatkhur Roji Munawwarah Munawwarah, Munawwarah Munirwan Zani, Munirwan Narsito Narsito Narsito Narsito Nasser, Gamal A Nauri, Indah Fitrah Netti Herawati Nur Hidayah, Selvia Nur Indah Atifah Anwar Nur Indah Rofiqoh, Siti Nur K., Wa Ode Miranda Nurhamima, Nurhamima Pania Putri, Riska Perangin Angin*, Frederick Nicholas Piki, Piki Pince Salempa Pradana, Teguh Puspitarini, Erri Wahyu Qutranada, Vira Raditya Sukmana Rafif, Muhammad Rahim, Febria Rahmat Firdaus Rahmatillah, Nelly Rahmayanti Rahmayanti Ramdani Ramdani Ramlawati Ramlawati RATNA WIJAYANTI Riniwati Riniwati, Riniwati Ririn Tri Ratnasari Riswani Riswani Ritonga, Halimahtussaddiyah Rizal Rizal Rochmady Rofiqoh, Siti Nur Indah Rozirwan . Safilu Safilu Sahabuddin Hay, Sahabuddin Salnus, Subakir Saputra, Megi SARAWA MAMMA, SARAWA Sari, Dian Ayu Permata Sa’adah, Zaimatus Selviana, Renita Septiani, Pranita Siti Nurhaliza Soffan Nurhaji, Soffan Solly Aryza Sri J. Santosa Sri Juari Santosa Sudding, Sudding Sugiarti Sugiarti Sukmawati Abdullah Sulistyowati Sulistyowati Sultan, Muslihin Sumarni, Dewi Sumiati Side Supiani Supiani, Supiani Suriani Suriani Syahril Furqany Tandipayung, Serli Taty Sulastry Taufiqur Rohman Taupik, Muh. Tayu, Andi Tenri Triratnasari, Ririn Ulya, Rukyatun Wardani, Happy Kusuma Widyastuti, Enny wildan mualim Wulan, Wa Ode Sry Yansyah, Dedi Yashar, Aliyas Yuli Astuti Zainuddin, Zainuddin Zubair, Sakinah