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All Journal PREMISE: Journal of English Education and Applied Linguistics E-Dimas: Jurnal Pengabdian kepada Masyarakat Sinkron : Jurnal dan Penelitian Teknik Informatika Jurnal Teknik Komputer AMIK BSI Paradigma JIKO (Jurnal Informatika dan Komputer) Jurnal Pilar Nusa Mandiri JIEET (Journal of Information Engineering and Educational Technology) Jurnal Teknik Informatika STMIK Antar Bangsa JITK (Jurnal Ilmu Pengetahuan dan Komputer) Techno Nusa Mandiri : Journal of Computing and Information Technology Jurnal Mantik Penusa Jusikom : Jurnal Sistem Komputer Musirawas Jurnal Teknik Informatika UNIKA Santo Thomas Jurnal Asiimetrik: Jurnal Ilmiah Rekayasa Dan Inovasi Journal of Computer System and Informatics (JoSYC) Madaniya MEANS (Media Informasi Analisa dan Sistem) Jurnal Teknologi Informatika dan Komputer Journal of Computer Networks, Architecture and High Performance Computing Jurnal AbdiMas Nusa Mandiri JOLLT Journal of Languages and Language Teaching Jumat Informatika: Jurnal Pengabdian Masyarakat Computer Science (CO-SCIENCE) Reputasi: Jurnal Rekayasa Perangkat Lunak Simpatik: Jurnal sistem Informasi dan Informatika New Language Dimensions Jurnal Teknik Informatika Unika Santo Thomas (JTIUST) Jurnal Pengabdian Masyarakat Bhinneka Media Bina Ilmiah Journal of Islamic enterpreneurship and Management Jurnal Pengabdian Sosial Journal of Computer for Science and Mathematics Learning
Eva Rahmawati
Universitas Nusa Mandiri
Religion Agriculture, Biological Sciences & Forestry Humanities 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 Industrial & Manufacturing Engineering Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Library & Information Science Mathematics Physics Public Health Social Sciences Other

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Journal : Jurnal Pilar Nusa Mandiri

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OPTIMIZATION OF POTATO LEAF DISEASE IDENTIFICATION WITH TRANSFER LEARNING APPROACH USING MOBILENETV1 ARCHITECTURE Brawijaya, Herlambang; Rahmawati, Eva; Haryanto, Toto
Jurnal Pilar Nusa Mandiri Vol. 20 No. 1 (2024): Pilar Nusa Mandiri : Journal of Computing and Information System Publishing Pe
Publisher : LPPM Universitas Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/pilar.v20i1.4718

Abstract

Diseases affecting potato leaves frequently lead to significant setbacks for farmers, reducing the overall harvest and the quality of the potatoes. Given the critical need for prompt disease detection, this research introduces the use of the MobileNet framework grounded in the Convolutional Neural Network (CNN) for adept detection of potato leaf ailments. During the research, potato leaf images undergo processing, and their distinct features are gleaned using CNN. Then, harnessing the MobileNet framework, these images undergo classification to ascertain the existence of diseases. The aspiration is that the formulated model can pinpoint diseases with notable precision, rapid feedback, and enhanced computational adeptness. Initial findings underscore the potential of this methodology in discerning potato leaf diseases, providing renewed optimism for farmers grappling with plant health issues. Experiments using the Transfer Learning approach showed good performance in classification and displayed a high accuracy rate of 99.2%.
Co-Authors . Rachmat achmad khairul Achmad Sumbaryadi, Achmad Ade Christian Ahmad Al Kaafi Ahmad Ishaq Akhiriyah, Suvi Akhmad Kasan Gupron, Akhmad Kasan Al Firdaus, M. Wildan Maulana Andi Agus Purnomo Andi Sanjaya Angger Wibowo Anton AYUNITA LELIANA Aziz Setyawan Hidayat, Aziz Setyawan Cahyo Pambudi Des Mulyati Desianty, Annisa Diana Dewi Sartika, Diana Dewi Doni Andriansyah Dwie Arifianto Ehon Abdulmanan Eka Kurniatun Hazanah Elly Mufida Elly Mufida, Elly Fachmi, Muhammad Fadillah Faizal Aziz Hidayatulloh Fathurrahman Dwi Ramtomo Fitria Fitria Habibah, Ridha Haikal Aserih Hani Harafani Hani Harafani, Hani Herlambang Brawijaya Hesti Nugraheni Hylenarti Hertiana Hylenarti Hertyana ira zulvia Irsyad Rafi Arsalan Irwansah Lubis Karo Karo, Alhazri khairul, achmad Lomotu , Syahrozi Maulana Farid Yunus Jahidin Mirianto, Agus Dina Mufida , Elly Muhammad, Alya Aulia Nur Muhopilah, Pipih Mulyati, Des Mulyawan, Yafiet Mustofa Mustofa Mustofa Mustofa Nafira Octaviani Amri Nanang Nuryadi Nandang Iriadi Nataza, Syali Oktavia Nugroho, Himmawan Adi Onivehu, Adams Ogirima Pambudi, Cahyo Pas Mahyu Akhirianto Pratama, Raka Putra Rahman, Taufikur Rahmawati, Eva Rahmawati Raka Putra Pratama Resmayanti, Mima Retno Wulan Dari Ria Ria Rohi, Saifurahman Romanda Annas Amrullah Sari, Tri Retna Sidik - Sidiq Sidiq Sidiq, Sidiq Sudirlan, Imelda Fransisca Sugeng Riyanto Syarif Hidayatulloh Toto Haryanto Tri Retnasari Waspodo, Waspodo Wibowo, Amiruddin Hadi Widjatmoko, Eko Nugroho Wiwiet Eva Savitri Yafiet Mulyawan Yudha Kamal Fauzan Yunita maudy Zainul Aminin