Prevalence, identity and seasonal variation of leaf diseases in Australian macadamia nurseries
Sign Up to like & getrecommendations! Published in 2025 at "European Journal of Plant Pathology"
DOI: 10.1007/s10658-025-03011-6
Abstract: Macadamia is an Australian native tree grown for its edible kernel in tropical and subtropical regions worldwide. However, there is limited knowledge about the fungal leaf pathogens that can infect macadamia nursery plants and potentially… read more here.
Keywords: macadamia nurseries; leaf diseases; leaf blight; prevalence identity ... See more keywords
Recognition of plant leaf diseases based on computer vision
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Ambient Intelligence and Humanized Computing"
DOI: 10.1007/s12652-020-02505-x
Abstract: Agriculture is one of the most important sources of income for people in many countries. However, plant disease issues influence many farmers, as diseases in plants often naturally occur. If proper care is not taken,… read more here.
Keywords: plant; disease; plant disease; leaf diseases ... See more keywords
Enhanced YOLOv8 with lightweight and efficient detection head for for detecting rice leaf diseases
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DOI: 10.1038/s41598-025-06843-8
Abstract: Detecting rice leaf diseases is essential for agricultural stability and crop health. However, the diversity of these diseases, their uneven distribution, and complex field environments create challenges for precise, multi-scale detection. While YOLO object detection… read more here.
Keywords: detection; leaf diseases; lightweight efficient; rice leaf ... See more keywords
Precision diagnosis of citrus leaf diseases using image enhancement and nonlinear fuzzy ranking ensemble approach NLFuRBe
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-16923-4
Abstract: Citrus fruits, especially lemons, play a vital economic and nutritional role worldwide but are increasingly threatened by a wide range of diseases that diminish yield quality and quantity. Traditional manual and automated methods for disease… read more here.
Keywords: methodology; leaf diseases; image; citrus ... See more keywords
High-performance parallel multi-scale attention network with explainable AI for intelligent diagnosis of leaf diseases in agricultural systems
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DOI: 10.1038/s41598-025-26144-4
Abstract: Detecting leaf diseases is crucial for ensuring crop health and boosting agricultural productivity. An advanced deep learning-based framework is introduced for cassava and groundnut leaf disease detection, incorporating a suite of innovative techniques to enhance… read more here.
Keywords: leaf diseases; attention network; network; leaf ... See more keywords
Grape Leaf Diseases Identification System Using Convolutional Neural Networks and LoRa Technology
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2021.3138050
Abstract: Image transmission over Low-Power Wide Area Networks (LP-WAN) protocols has always been a difficult task since it necessitates high data rates and high energy consumption. Long Range (LoRa) is one such protocol, which is excellent… read more here.
Keywords: grape; leaf diseases; grape leaf; transmission ... See more keywords
Beans Leaf Diseases Classification Using MobileNet Models
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DOI: 10.1109/access.2022.3142817
Abstract: In recent years, plant leaf diseases has become a widespread problem for which an accurate research and rapid application of deep learning in plant disease classification is required. Beans is also one of the most… read more here.
Keywords: mobilenet; leaf diseases; classification; disease ... See more keywords
Plant Leaf Diseases Fine-Grained Categorization Using Convolutional Neural Networks
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DOI: 10.1109/access.2022.3167513
Abstract: The difference of leaf disease images within the class is large but the difference between the class is small, so it is very important to represent the features of the local area of the target.… read more here.
Keywords: attention; leaf diseases; model; categorization ... See more keywords
Detection of Tomato Leaf Diseases for Agro-Based Industries Using Novel PCA DeepNet
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DOI: 10.1109/access.2023.3244499
Abstract: The advancement of Deep Learning and Computer Vision in the field of agriculture has been found to be an effective tool in detecting harmful plant diseases. Classification and detection of healthy and diseased crops play… read more here.
Keywords: pca deepnet; agro based; leaf diseases; tomato leaf ... See more keywords
MaizeNet: A deep learning approach for effective recognition of maize plant leaf diseases
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3280260
Abstract: The presence of various maize plant leaf diseases has significantly decreased both the quality and quantity of crop production. In order to take the appropriate steps to prevent the occurrence of plant leaf diseases, it… read more here.
Keywords: leaf diseases; plant leaf; maize plant; leaf ... See more keywords
A Hybrid Model for Leaf Diseases Classification Based on the Modified Deep Transfer Learning and Ensemble Approach for Agricultural AIoT-Based Monitoring
Sign Up to like & getrecommendations! Published in 2022 at "Computational Intelligence and Neuroscience"
DOI: 10.1155/2022/6504616
Abstract: As possible diseases develop on plant leaves, classification is constantly hampered by obstacles such as overfitting and low accuracy. To distinguish healthy products from defective ones, the agricultural industry requires precise and error-free analysis. Deep… read more here.
Keywords: leaf diseases; classification; transfer learning; deep transfer ... See more keywords