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All Journal Journal Of Technology and Information System (J-TIS) Abdimas Dinamis
Matdoan, Irjii
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Civil Engineering, Building, Construction & Architecture Computer Science & IT Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Materials Science & Nanotechnology Mathematics

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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 Abu, Rusdianto Hotnida Nainggolan Iriyanto, Santje Jusmawati Jusmawati, Jusmawati Muhamad Taher Jufri Rasna, Rasna