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All Journal Jurnal Media Infotama Jurnal Informatika Informasi Interaktif AMALIAH: JURNAL PENGABDIAN KEPADA MASYARAKAT 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 Computer System and Informatics (JoSYC) Community Development Journal: Jurnal Pengabdian Masyarakat Jurnal Abdimas Serawai Jurnal Komputer, Informasi dan Teknologi Journal Of Human And Education (JAHE) Jurnal Sistem Informasi Dan E-Bisnis Jurnal Ilmu Komputer Dan Informatika Jurnal Media Computer Science JIMAKUKERTA Jurnal Komputer Indonesia Scientica: Jurnal Ilmiah Sains dan Teknologi Kohesi: Jurnal Sains dan Teknologi Cendikia Pendidikan Kenduri: Jurnal Pengabdian Dan Pemberdayaan Masyarakat JPMTT (Jurnal Pengabdian Masyarakat Teknologi Terbarukan) Jurnal Pengabdian Masyarakat Mandira Cendikia (JPKM-MC) Jurnal TAM (Technology Acceptance Model)
Surya Ade Saputera
Program Studi Sistem Informasi, Fakultas Teknik, Universitas Muhammadiyah Bengkulu
Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Electrical & Electronics Engineering Energy Engineering Environmental Science Health Professions Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics 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 Adi Asmara Aghnia, Nurul Agung Dimas Kusuma Agusdi Syafrizal Agusdi Syafrizal, Agusdi Ahmad Naufal Alhafis Ahmad Novianto Alan Andeka Andi Azhar Andi Lala Andilala Andilala, Andilala Andriko, Tri Anisahtul Hasanah Anton Feriady Ardi wijaya Arianto, Tezar Ayudho Selviani Baraja, Nanda Vieri Basyirin Ariansyah Bayu Anggara Candra Kusuma Dinata Dandi Sunardi Dani, Muhammad Rohman Darnita, Yulia Defri Yuindra Defry, Geovano Desti Mawanti Desy Eka Citra Dewi Devita Aski Dian Susila Diana Diana Dika Candra Darmansyah Efni Yunita Eki Sawaludin Elfahmi Lubis Elly Hertita Elly Hertita Ema Utami Faisal Luthfi Fajarian, Lutame Al Fernandez, Shandy Galyi Waseso Gunawan Gunawan Guntur Alam Handayani , Sri Handayani, Sri Happy, Happy Heru franata hidayah, agung kharisma Hidayat, Jerry Wahyu Ige Eftriany Jaya, Romidi Saputra Jefri Zulkarnain Juansen, Monsya Juhardi, Ujang Junia, Wiyana Kessy Reyta Dikana Khairullah Khairullah khairullah Khairullah, Khairullah Khairunisyah Khairunisyah Khairunisyah, Khairunisyah Khairunnisyah Khairunnisyah Khairunnisyah, Khairunnisyah Kirman Kirman, Kirman Kusuma, Agung Dimas Lala, Andi Lestari, Lety Lestari, Putri Dwi Lestri Yanti M. Medison Sanjaya M. Rudyanto Arief M. Thio Setiawan Maheran Mulyadi marhalim, marhalim MARIA BINTANG Maria Veronika, Nuri David Marton Marton Medlin Agung Syaputra Monsya Juansen Muhammad Rizki Minandar Neti Kesumawati, Neti Nurul Chotimah Pantra Samsidi Prayuda, Rio Eko Purwant, Seci Tri Putra Andika, Febby Putra, Arbeiansah Pratama Putra, Armando Mulana RACHMAT HIDAYAT Rahmat Hidayat Rahmat Jumri Randy Pradityo Ratnawili Reyno Januarian Syatria Rifqo, Muhammad Husni Riki Alfiansyah Rio Eko Prayuda Rio Prabowo Rirafli Arya Pradana Ririn Harini Risnanosanti Risnanosanti Rita Hayati Rohman, Mohammad Abkar Nur Sagita, Amelia Sahputra, Eka Samsidi, Pantra Sandhy Fernandez Sastya Hendri Wibowo Selly Sepika Septiana Lisdayanti Septina Lisdayanti Shandy Fernandez Sherly Yuslita Sonita, Anisya Sri Handayani Sri Handayani Subur Okmaja Sunaryadi - Supawanhar, Supawanhar Toyib, Rozali Toyib, Rozali Ujang Juhard Vike Juzeplin Wijaya, Ardi Winda Ramadianti Wiyana Junia Yesi Zenggia Putri Yetman Erwadi Yetman Erwandi yonda Ahmeiza Putry Yudha, Romadhona Kusuma Yukiman Armadi Yulia Darmi Yulinda, Ade Tiara Yunita, Efni Yusmaniarti Yuyun Afrika Sari Yuza Reswan Zakiah Khairunisa Zurina Muchlis, Rita ⁠Ridho Irvanda