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[HTML][HTML] Towards sustainable agriculture: Harnessing AI for global food security
The issue of food security continues to be a prominent global concern, affecting a significant
number of individuals who experience the adverse effects of hunger and malnutrition. The …
number of individuals who experience the adverse effects of hunger and malnutrition. The …
[HTML][HTML] Feature engineering to identify plant diseases using image processing and artificial intelligence: A comprehensive review
Plant diseases can significantly reduce crop yield and product quality. Visual inspections of
plants by human observers for disease identification are time-consuming, costly, and prone …
plants by human observers for disease identification are time-consuming, costly, and prone …
Enhancing crop productivity and sustainability through disease identification in maize leaves: Exploiting a large dataset with an advanced vision transformer model
I Pacal - Expert Systems with Applications, 2024 - Elsevier
The timely identification of diseases in maize leaf offers several benefits such as increased
crop productivity, reduced reliance on harmful chemicals, and improved production of …
crop productivity, reduced reliance on harmful chemicals, and improved production of …
Vegetable disease detection using an improved YOLOv8 algorithm in the greenhouse plant environment
X Wang, J Liu - Scientific Reports, 2024 - nature.com
This study introduces YOLOv8n-vegetable, a model designed to address challenges related
to imprecise detection of vegetable diseases in greenhouse plant environment using …
to imprecise detection of vegetable diseases in greenhouse plant environment using …
[HTML][HTML] Fast real-time monitoring of meat freshness based on fluorescent sensing array and deep learning: From development to deployment
A fluorescent sensor array (FSA) combined with deep learning (DL) techniques was
developed for meat freshness real-time monitoring from development to deployment. The …
developed for meat freshness real-time monitoring from development to deployment. The …
Current trends in the use of thermal imagery in assessing plant stresses: A review
Plants are the most important source of nutrition for humans and animals. Consequently, the
demand for food keeps increasing over time. However, plants constantly face challenges in …
demand for food keeps increasing over time. However, plants constantly face challenges in …
[HTML][HTML] Integration of remote sensing and machine learning for precision agriculture: a comprehensive perspective on applications
J Wang, Y Wang, G Li, Z Qi - Agronomy, 2024 - mdpi.com
Due to current global population growth, resource shortages, and climate change, traditional
agricultural models face major challenges. Precision agriculture (PA), as a way to realize the …
agricultural models face major challenges. Precision agriculture (PA), as a way to realize the …
Hybrid approach of cotton disease detection for enhanced crop health and yield
The well-being of cotton crops is of utmost importance for maintaining agricultural
productivity, and the early detection of diseases plays a critical role in achieving this …
productivity, and the early detection of diseases plays a critical role in achieving this …
Early detection and spectral signature identification of tomato fungal diseases (Alternaria alternata, Alternaria solani, Botrytis cinerea, and Fusarium oxysporum) by …
Early identification of plant fungal diseases is critical for timely treatment, which can prevent
significant agricultural losses. While molecular analysis offers high accuracy, it is often …
significant agricultural losses. While molecular analysis offers high accuracy, it is often …
[HTML][HTML] A smartphone-based detection system for tomato leaf disease using efficientNetV2B2 and its explainability with artificial intelligence (AI)
The occurrence of tomato diseases has substantially reduced agricultural output and
financial losses. The timely detection of diseases is crucial to effectively manage and …
financial losses. The timely detection of diseases is crucial to effectively manage and …