[HTML][HTML] Plant disease recognition in a low data scenario using few-shot learning

M Rezaei, D Diepeveen, H Laga, MGK Jones… - … and electronics in …, 2024 - Elsevier
Plant disease is one of the major problems in agriculture. Diseases damage plants, reduce
yields and lower the quality of the produce. Traditional approaches to detecting plant …

[HTML][HTML] Groundbreaking Technologies and the Biocontrol of Fungal Vascular Plant Pathogens

CGL Cabanás, J Mercado-Blanco - Journal of Fungi, 2025 - pmc.ncbi.nlm.nih.gov
This review delves into innovative technologies to improve the control of vascular fungal
plant pathogens. It also briefly summarizes traditional biocontrol approaches to manage …

[PDF][PDF] Trends in Machine and Deep Learning Techniques for Plant Disease Identification: A Systematic Review

DC Rodríguez-Lira, DM Córdova-Esparza… - Agriculture, 2024 - researchgate.net
This review explores the use of machine learning (ML) techniques for detecting pests and
diseases in crops, which is a significant challenge in agriculture, leading to substantial yield …

[HTML][HTML] Hyperspectral Imaging Combined with Deep Learning for the Early Detection of Strawberry Leaf Gray Mold Disease

Y Ou, J Yan, Z Liang, B Zhang - Agronomy, 2024 - mdpi.com
The presence of gray mold can seriously affect the yield and quality of strawberries. Due to
their susceptibility and the rapid spread of this disease, it is important to develop early …

Phenobee: Drone-based robot for advanced field proximal phenotyping in agriculture

Z Chen - 2023 - hammer.purdue.edu
The increasing global need for food security and sustainable agriculture underscores the
urgency of advancing field phenotyping for enhanced plant breeding and crop management …

Complex Forest Tree Diseases–Diagnostics Beyond Koch's Postulates

P Bonello - Current Forestry Reports, 2024 - Springer
Abstract Purpose of Review Forest tree diseases are a major contributor to forest
degradation and loss of productivity. They are often quite complex in their causation …

Xception Deep Kronecker Network for Severity Plant Disease Classification Using Hyperspectral Leaf Image

S Swaraj, S Aparna - Journal of Phytopathology, 2025 - Wiley Online Library
Plant diseases have always been a problem because they can significantly decrease both
the quality and quantity of crops. Diseases, pests, and weeds present major challenges in …

Diagnosify: Multidisease Forecast-An Integrated Machine Learning Approach for Disease Prediction and Early Intervention in Healthcare

P Rajwade, SP Singh, R Kaur - 2024 International Conference …, 2024 - ieeexplore.ieee.org
A paradigm change in the healthcare sector has been brought about by the development of
artificial intelligence and machine learning. Along with streamlining current healthcare …