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Deep learning for plant identification and disease classification from leaf images: multi-prediction approaches
Deep learning (DL) plays an important role in modern agriculture, especially in plant
pathology using leaf images where convolutional neural networks (CNN) are attracting a lot …
pathology using leaf images where convolutional neural networks (CNN) are attracting a lot …
Application of artificial intelligence in aerospace engineering and its future directions: a systematic quantitative literature review
This research aims to comprehensively analyze the most essential uses of artificial
intelligence in Aerospace Engineering. We obtained papers initially published in academic …
intelligence in Aerospace Engineering. We obtained papers initially published in academic …
Tomato leaf disease detection based on attention mechanism and multi-scale feature fusion
Y Wang, P Zhang, S Tian - Frontiers in Plant Science, 2024 - frontiersin.org
When detecting tomato leaf diseases in natural environments, factors such as changes in
lighting, occlusion, and the small size of leaf lesions pose challenges to detection accuracy …
lighting, occlusion, and the small size of leaf lesions pose challenges to detection accuracy …
Revolutionizing agriculture: artificial intelligence assisted plant leaf disease detection using deep learning principles
VS Prakash, R Vanitha, SV Nikam… - 2024 10th …, 2024 - ieeexplore.ieee.org
Agriculture is a backbone for every nation. Farmers are facing a lot of problem to deal with
crop diseases, because crop diseases are bad for everyone involved farmers, consumers …
crop diseases, because crop diseases are bad for everyone involved farmers, consumers …
DM-YOLO: Improved YOLOv9 Model for Tomato Leaf Disease Detection
A Abulizi, J Ye, H Abudukelimu, W Guo - Frontiers in Plant Science, 2024 - frontiersin.org
In natural environments, tomato leaf disease detection faces many challenges, such as
variations in light conditions, overlap** disease symptoms, tiny size of lesion areas, and …
variations in light conditions, overlap** disease symptoms, tiny size of lesion areas, and …
Mango leaf disease diagnosis using Total Variation Filter Based Variational Mode Decomposition
RK Patel, A Chaudhary, SS Chouhan… - Computers and Electrical …, 2024 - Elsevier
Mango leaf diseases significantly threaten mango cultivation, impacting both yield and
quality. Accurate and early diagnosis is essential for effectively managing and controlling …
quality. Accurate and early diagnosis is essential for effectively managing and controlling …
[HTML][HTML] Tomato Fungal Disease Diagnosis Using Few-Shot Learning Based on Deep Feature Extraction and Cosine Similarity
Tomato fungal diseases can cause significant economic losses to farmers. Advanced
disease detection methods based on symptom recognition in images face challenges when …
disease detection methods based on symptom recognition in images face challenges when …
Apple perfection: Assessing apple quality with waterwheel plant algorithm for feature selection and logistic regression for classification
This study concentrates on the evaluation of apple quality, which is a vital part of the
agricultural industry. The quality of apples is examined through several factors, such as the …
agricultural industry. The quality of apples is examined through several factors, such as the …
EF-CenterNet: An efficient anchor-free model for UAV-based banana leaf disease detection
UAV-based remote sensing combined with deep neural networks has recently emerged for
automated leaf disease detection on large-scale farmland. This research focuses on …
automated leaf disease detection on large-scale farmland. This research focuses on …
A Hybrid Deep Learning Approach for Accurate and Transparent Maize Plant Disease Classification
PB Madhavi, T Subaranjani, S Sigtia… - 2024 11th International …, 2024 - ieeexplore.ieee.org
Within the domain of agricultural progress, accurately identifying instances of plant diseases
emerges as a pivotal hurdle. We introduce a fresh approach to classify diseases in maize …
emerges as a pivotal hurdle. We introduce a fresh approach to classify diseases in maize …