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Recent advances in Transformer technology for agriculture: A comprehensive survey
Intelligent agriculture is critical for guiding agricultural production and enhancing efficiency
through early disease diagnosis, yield estimation, automatic harvest, and postharvest …
through early disease diagnosis, yield estimation, automatic harvest, and postharvest …
An efficient deep learning model for tomato disease detection
X Wang, J Liu - Plant Methods, 2024 - Springer
Tomatoes possess significant nutritional and economic value. However, frequent diseases
can detrimentally impact their quality and yield. Images of tomato diseases captured amidst …
can detrimentally impact their quality and yield. Images of tomato diseases captured amidst …
Applications and perspectives of Generative Artificial Intelligence in agriculture
F Pallottino, S Violino, S Figorilli, C Pane… - … and Electronics in …, 2025 - Elsevier
Artificial Intelligence (AI) applications related to agriculture have recently gained in use and
attention. They are indeed valuable tools for interpreting data, improving production chains …
attention. They are indeed valuable tools for interpreting data, improving production chains …
Multisource information fusion method for vegetable disease detection
J Liu, X Wang - BMC Plant Biology, 2024 - Springer
Automated detection and identification of vegetable diseases can enhance vegetable quality
and increase profits. Images of greenhouse-grown vegetable diseases often feature …
and increase profits. Images of greenhouse-grown vegetable diseases often feature …
DVTXAI: a novel deep vision transformer with an explainable AI-based framework and its application in agriculture
Agriculture is one of the fundamental components of human civilization, contributing not only
to food production but also to economic growth. Early identification of diseases in plants …
to food production but also to economic growth. Early identification of diseases in plants …
Revolutionizing Coffee Farming: A Mobile App with GPS-Enabled Reporting for Rapid and Accurate On-Site Detection of Coffee Leaf Diseases Using Integrated Deep …
Coffee leaf diseases are a significant challenge for coffee cultivation. They can reduce
yields, impact bean quality, and necessitate costly disease management efforts. Manual …
yields, impact bean quality, and necessitate costly disease management efforts. Manual …
CustomBottleneck-VGGNet: Advanced tomato leaf disease identification for sustainable agriculture
In recent years, sustainable agriculture has become increasingly important due to
challenges such as climate change, population growth, and the need for food security …
challenges such as climate change, population growth, and the need for food security …
Portable solutions for plant pathogen diagnostics: development, usage, and future potential
The increasing prevalence of plant pathogens presents a critical challenge to global food
security and agricultural sustainability. While accurate, traditional diagnostic methods are …
security and agricultural sustainability. While accurate, traditional diagnostic methods are …
The optimization path of agricultural industry structure and intelligent transformation by deep learning
X Pan, J Chen - Scientific Reports, 2024 - nature.com
This study addresses key challenges in optimizing agricultural industry structures and
facilitating intelligent transformation through the application of deep learning algorithms and …
facilitating intelligent transformation through the application of deep learning algorithms and …
S2AM: a sustainable smart agriculture model for crop protection based on deep learning
A Sharma, P Sharma - Journal of Plant Diseases and Protection, 2024 - Springer
Agriculture is the golden thread that fastens all the sustainable development goals globally.
However, the massive population explosion and ecosystem degradation have pressurized …
However, the massive population explosion and ecosystem degradation have pressurized …