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All Journal Sistemasi: Jurnal Sistem Informasi Jambura Journal of Electrical and Electronics Engineering Jurnal Teknologi Elekterika Jurnal Fokus Elektroda (Energi Listrik, Telekomunikasi, Komputer, Elektronika dan Kendali) Media Elektrik Journal of Informatics and Computer Engineering Research
Nurul Khaerani Hamzidah
Politeknik Negeri Ujung Pandang
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering

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Journal : Journal of Informatics and Computer Engineering Research

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ANALISIS DIAGNOSA PENYAKIT PADA TANAMAN KAKAO DENGAN MENGGUNAKAN METODE YOLOV8 Syahrir, Syahrir; Hamzidah, Nurul Khaerani; Rahmayani
Journal of Informatics and Computer Engineering Research Vol. 2 No. 2 (2025)
Publisher : Politeknik Negeri Ujung Pandang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31963/jicer.v2i2.6017

Abstract

One of Indonesia's most important commodities, cocoa plants play a crucial role in both the agricultural and financial sectors. In any event, this plant is particularly susceptible to a variety of diseases that can completely reduce its effectiveness, including stem cancer, VSD, natural product spoilage, and others. This article discusses how to use the YOLOv8 technique to develop a framework for sickness conclusion research in cocoa plants. The YOLOv8 computation was selected for this analysis due to its emphasis on handling speed and object recognition with high accuracy. The results showed that the YOLOv8 demonstration could accurately identify damage, reaching a 90% mAP. As a result of these developments, the produced show may be a useful tool to help farmers better monitor and control pest attacks. It is expected that using YOLOv8 to identify damage to cocoa natural products will result in a more effective plan for reducing the likelihood of lower yields from insect attacks.
Co-Authors Ashad, Bayu Adrian Asriani Tain Bambang Panji Asmara Hartono, Sriwijanaka Yudi Ichzan As, Nur Mardawia Mabe Parenreng Mardhiyah Nas Muh. Ahyar Mustarum Musaruddin Parenreng, Mardawia Mabe Rahmayani Saidah Suyuti Sirmayanti, Sirmayanti Syahrir Syahrir Ulandari, Ayu Zhafirah Majdiyah Mustarum