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Revolutionizing agriculture with artificial intelligence: plant disease detection methods, applications, and their limitations
Accurate and rapid plant disease detection is critical for enhancing long-term agricultural
yield. Disease infection poses the most significant challenge in crop production, potentially …
yield. Disease infection poses the most significant challenge in crop production, potentially …
Plant disease detection and classification techniques: a comparative study of the performances
WB Demilie - Journal of Big Data, 2024 - Springer
One of the essential components of human civilization is agriculture. It helps the economy in
addition to supplying food. Plant leaves or crops are vulnerable to different diseases during …
addition to supplying food. Plant leaves or crops are vulnerable to different diseases during …
Advancements in rice disease detection through convolutional neural networks: A comprehensive review
B Gülmez - Heliyon, 2024 - cell.com
This review paper addresses the critical need for advanced rice disease detection methods
by integrating artificial intelligence, specifically convolutional neural networks (CNNs). Rice …
by integrating artificial intelligence, specifically convolutional neural networks (CNNs). Rice …
[HTML][HTML] Traffic management: Multi-scale vehicle detection in varying weather conditions using yolov4 and spatial pyramid pooling network
Detecting and counting on road vehicles is a key task in intelligent transport management
and surveillance systems. The applicability lies both in urban and highway traffic monitoring …
and surveillance systems. The applicability lies both in urban and highway traffic monitoring …
[HTML][HTML] Lightweight federated learning for rice leaf disease classification using non independent and identically distributed images
Rice (Oryza sativa L.) is a vital food source all over the world, contributing 15% of the protein
and 21% of the energy intake per person in Asia, where most rice is produced and …
and 21% of the energy intake per person in Asia, where most rice is produced and …
DA‐ActNN‐YOLOV5: Hybrid YOLO v5 Model with Data Augmentation and Activation of Compression Mechanism for Potato Disease Identification
G Dai, L Hu, J Fan - Computational Intelligence and …, 2022 - Wiley Online Library
To solve the problems of weak generalization of potato early and late blight recognition
models in real complex scenarios, susceptibility to interference from crop varieties, colour …
models in real complex scenarios, susceptibility to interference from crop varieties, colour …
An industrial-grade solution for crop disease image detection tasks
G Dai, J Fan - Frontiers in Plant Science, 2022 - frontiersin.org
Crop leaf diseases can reflect the current health status of the crop, and the rapid and
automatic detection of field diseases has become one of the difficulties in the process of …
automatic detection of field diseases has become one of the difficulties in the process of …
Plant disease detection and classification: A systematic literature review
A significant majority of the population in India makes their living through agriculture.
Different illnesses that develop due to changing weather patterns and are caused by …
Different illnesses that develop due to changing weather patterns and are caused by …
Optimized deep learning for potato blight detection using the waterwheel plant algorithm and sine cosine algorithm
Potato blight, sometimes referred to as late blight, is a deadly disease that affects
Solanaceae plants, including potato. The oomycete Phytophthora infestans is causal agent …
Solanaceae plants, including potato. The oomycete Phytophthora infestans is causal agent …
E2ETCA: End-to-end training of CNN and attention ensembles for rice disease diagnosis1
Rice is one of the most important crops worldwide. Diseases of the rice plant can drastically
reduce crop yield and even lead to complete loss of production. Early diagnosis can reduce …
reduce crop yield and even lead to complete loss of production. Early diagnosis can reduce …