Artificial intelligence-based solutions for coffee leaf disease classification

• Published in: IOP conference series. Earth and environmental science Vol. 1278; no. 1; pp. 12004 - 12010
• Main Authors: Pham, Tri Cong, Nguyen, Van Duy, Le, Chi Hieu, Packianather, Michael, Hoang, Van-Dung
• Format: Journal Article
• Language: English
• Published: Bristol IOP Publishing 01.12.2023
• Subjects: Agricultural economics; Algorithms; Artificial intelligence; Artificial neural networks; Automation; Beverages; Classification; Coffee; Computer vision; Deep learning; Disease control; Disease detection; Leaves; Machine learning; Model accuracy; Neural networks; Pest control; Plant diseases; Training

Abstract Coffee is one of the most widely consumed beverages and the quantity and quality of coffee beans depend significantly on the health and condition of coffee plants, particularly their leaves. The automation of coffee leaf disease classification using AI is an essential need, providing not on...