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All Journal Jurnal Media Infotama Jurnal Informatika Jurnal Pseudocode Jurnal Informatika Upgris Sistemasi: Jurnal Sistem Informasi Jurnal Pengembangan Riset dan Observasi Teknik Informatika JE (Journal of Empowerment) JSAI (Journal Scientific and Applied Informatics) Journal of Technopreneurship and Information System (JTIS) Jurnal Pengabdian Masyarakat Bumi Raflesia JATI (Jurnal Mahasiswa Teknik Informatika) Journal of Empowerment Community Jurnal Teknik Informatika (JUTIF) Djtechno: Jurnal Teknologi Informasi Jurnal Abdimas Serawai Jurnal Ilmu Komputer Dan Informatika JIMAKUKERTA Innovative: Journal Of Social Science Research Jurnal Ilmiah Dan Karya Mahasiswa Kreativitas Pada Pengabdian Masyarakat (Krepa) Jurnal INFOTEL JPMTT (Jurnal Pengabdian Masyarakat Teknologi Terbarukan) Jurnal Al-Maun Journal of Technology and System Information Abdi Reksa Jurnal Pengabdian Masyarakat Tekno International Journal of Information Technology and Business JTKSI (Jurnal Teknologi Komputer dan Sistem Informasi) Jurnal Komputer, Informasi dan Teknologi
Darnita, Yulia
Universitas Muhammadiyah Bengkulu
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Nursing Public Health Social Sciences Other

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Journal : jurnal informatika

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Penerapan Metode Convolutional Neural Network Dalam Klasifikasi Kesegaran Ikan Mungkus Berdasarkan Citra Mata dan Insang Ikan Darnita, Yulia; Putra Andika, Febby; Wibowo, Sastya Hendri; Saputera, Surya Ade; Maria Veronika, Nuri David
Jurnal Informatika Vol 25 No 1 (2025): Jurnal Informatika
Publisher : Institut Informatika Dan Bisnis Darmajaya

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30873/jurnalinformatika.v25i4

Abstract

Mungkus fish (Sicyopterus stimpsoni) is a type of freshwater fish that is a typical mascot of Kaur Regency, Bengkulu Province. This fish lives in clear, fast-flowing waters, and is known for its ability to stick to rocks using a special structure on its stomach called cupak. Mungkus fish has high economic value and is consumed daily by the local community. However, high demand is not balanced with adequate availability, resulting in increasingly expensive prices. In addition, the lack of public knowledge regarding the assessment of fish freshness causes the risk of consuming fish that is not fresh, which has the potential to endanger health. Traditional assessment of fish freshness based on physical parameters such as eyes, gills, and meat texture is considered less accurate and requires special expertise. Therefore, this study proposes the use of Convolutional Neural Network (CNN) to classify the freshness of mungkus fish based on eye and gill images. CNN is able to extract complex features from images without the need for manual extraction. The application of this method is expected to provide an objective, efficient, and accurate solution in assessing the freshness of mungkus fish, as well as being beneficial for fishermen and consumers.
Co-Authors -, Rozali Toyib A.R Walad Mahfuzhi A.R. Walad Mahfuzhi Mahfuzhi Abdurrasyid, Fakhri Adinda Trisista Agung Cessar Radika Agusdi Syafrizal, Agusdi Aji Setiyadi Aldino Discrise Andi Prasetio Rozali Toyib Andika Putra Andrian Kuor Nando Apridiansyah, Yovi Ari Pitriyo Arif Triyandi, Muhammad Arisandi, Vini Aulia, Nica Beni Juanda Dandi Sunardi dany Adhi wibowo David Maria Veronika, Nuri Dedy Abdullah Dedy Prabowo della, Putri Rahma Della Deslianti, Dwita Deva, Alba Ragil Sutra Diana Diana Diana Diana Diatama, Pradika Dicky Wahyudi Saputra Egia Apriansyah Elviani Elviani Elviani, Elviani Erwin Dwik Putra Fajri Sepriansyah, Muhammad Fitri Lestari Fitri Lestari, Fitri Fransisco, Nochi Erfindo Gilang Nurva Wijaya Gilang Pamungkas, Habib Gunawan Gunawan Gunawan Gunawan Hanif, Patri Harry Witriyono Harry Witriyono Witriyono Hendri Wibowo, Sastya Hendri, Sastya Hesti Lestari hidayah, agung kharisma Husni Mubarak Imanullah, Muhammad Izhar Hazel Jandri M.Siban Jaya Saputera, Juwanda Jestika Safitri Juanda, Beni Kevin Aviantoro Khairullah Khairullah khairullah Khairullah, Khairullah Khairunnisyah, Khairunnisyah Khakim, Ahmad Nuril Kharisma , Agung Kristian Herianto, Agib Kristika Meza Werda Kurnia Padila M. Imanullah, M. Imanullah Mahfuzhi, A.R. Walad Mahfuzhi Marga Handayani, Kurnia Marhalim marhalim, marhalim Maria Veronika, Nuri David Muhammad Husni Hidayat Muhammad Husni Rifqo Muhammad Imanullah Muhammad Iskandarsyah Muhammad Rizky Tara Muntahana, Muntahana Muntahanah Muntahanah Muntahanah, Muntahanah Muntahannah Nadila, Syalsa Nanda Febriana Nica Aulia Novrialdi, Tito Nur'aini, Shandra Nuri David Maria Veronica Onsardi Onsardi, Onsardi Padila, Kurnia Pahrizal, Pahrizal Pradika Diatama Putra Andika, Febby Putra, Adeyansyah Putra, Erwin Dwik Putra, Yebri Putra, Yonaldo Rama Amandika Rifqo, M. Husni Rinaldi Rinaldi Rinni Rinni Riri Rumbiyiani Ristontowi Rizki Hidayat Rohanan Yusuf Rohanan Yusuf Rojali Toyib Rozali Toyib safitri, melinia Sahputry, Feby Ayu Salmidah, Tasya Rufaidah Sanjaya, Dimas Ari Sapitri Ramadhani Sastia Hendri Wibowo Sastya H Wibowo Sastya Hendri Wibowo Sastya Wibowo Sonita, Anisa Sonita, Anisya Sri Handayani Sugianto, Melani Sundari, Weti Surya Ade Saputera Tanjung, Rahman Fadli Tara, Muhammad Rizky Tasya Rufaidah Tito Novrialdi Toyib, Rozali Wahyu Dharma Putra Wahyu Nugroho wibowo, dany Adhi Wibowo, Sastia Hendri Wijaya, Ardi Wilio Papian Witriyono, Harry Yayang Kurniawan Yebri Putra Yogi Pranata Yonaldo Putra Yulia Darmi Yulia Rahmi Yunika, Astri Yutya Maydila Yuza Reswan Zen, Wildo