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Rasna, Rasna
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Journal : Journal Of Technology and Information System (J-TIS)

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Pemanfaatan Citra Drone dan Neural Network untuk Mendeteksi Penyakit pada Daun: Utilization of Drone Imagery and Neural Network to Detect Diseases on Leaves Rasna, Rasna; Matdoan, Irjii; Jufri, Muhammad Taher; Jusmawati, Jusmawati
Journal Of Technology and Information System (J-TIS) Vol 1 No 2 (2022): Desember 2022
Publisher : Program Studi Sistem Informasi, Universitas Yapis Papua

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.70129/jtis.v1i2.292

Abstract

Monitoring the condition of the plant becomes very important. This is caused by the large number of disease attacks and lack of treatment. In addition to the considerable distance for plant treatment, the structure of plant parts affected by the disease needs to be classified. High disease caused by leaves can result in panel failure. So that the delay in the process of diagnosing the disease causes the disease in plants to become severe. This study aims to utilize drone technology and display it in image form to detect disease on plant leaves. We use a neural network to process the results on the image. Neural Network is one of the most effective algorithms in modeling the relationship between input and output data. The results of the study, namely the accuracy of detecting diseases on leaves, taking images from drones reached 99.63
Co-Authors Abd Rahman Abdillah Abdul Razak Aderus, Andi Fadhil Andi Adyanata Lubis Agus Sugiharto Ahmad Nur Budi Utama Alexius Ulan Bani Ali, Husain Aminuyati Amrah Kasim Anwar, Alfiansyah Ariffien, Afferdhy Arifin, Herjuno Ariwibowo Baso Pallawagau Dahlan Abdullah Deddy Junaedi Dwi Nurahman, Dwi Eka Setiawati Erwin Hafid Fifto Nugroho Ghaniy, Rajib Habib Maulana Maslahul Adi Hafiz, Asnal Hakim, Jamaludin Hammado, Nurussyariah Heri Fajri, Heri Hidayat, Novit Irjii Matdoan, Moh Rahmat Irjii Matdoan, Moh. Rahmat Islamul Haq J, Fitria Jadiaman Parhusip, Jadiaman Jamaluddin Jamaluddin Jaya, Rahmat Judijanto, Loso Jufri, Moh Jusmawati Jusmawati, Jusmawati Khusnul Syam, Muhammad Kumala Dewi, Nurlaela La Ode Ismail Ahmad, La Ode Ismail Lamsir, Seno Marlina, Andi Matdoan, Irjii Matdoan, Moh. Rahmat Irjii Muhamad Taher Jufri Muhammad Ichsan Muhammad Riandi Widiyantoro Musafir Pababbari Mutia, R. Dewi Nur Hidaya Nur Hidayat, M. Ali Nur, Muhammad Awal Nurwijayanti Kusumaningrum Prasiwiningrum, Elyandri Putu Doddy Heka Ardana Qurrotul Aini Resi, Resi Rima Ruktiari Rosiana Dewi, Ni Wayan Emmy Royana, Agam Safii, M Sah, Andrian Sahlan M Saleh Sakka, Abdul Rahman Salat, Junaidi Santioso, Lucy Lidiawati Sasmitha, Emdj Riesky Septilia, Tiara Indah Septyana Prasetianingrum Siswahyudianto Siti Nurhayati Sitti Asiqah Usman Ali Suci, Purnama Suhaeb, M. Iqbal Sukri, Indah Fitriani Supriaddin, Nofal Suryadi, Dikky Tenriawaru, Andi Nurlaily Thalib, Abdullah Timotius, Elkana Tonggiroh, Mursalim Widiyantoro, Muh. Riandi Yuntina, Lily