EurekAlert!

From a vision of AI in plant science to the reality of Pest-ID in global agriculture

Nine years after exploring a vision of AI tools helping plant scientists, Iowa State's AI in Ag team has built a web-based ...
IEEE

Deep Learning-Based Classification of Coconut Leaf Diseases Using Optimized CNN Models

Abstract: Leaf diseases of coconut severely affect the yield and quality of the crops. Early detection is imperative for any control measures to be effective. Here, an approach on the deep ...
IEEE

Exploring Deep Learning and Explainable AI for Precise Rice Leaf Disease Detection and Classification

Abstract: This study presents an innovative approach to detect and classify four types of rice leaf diseases, including bacterial leaf blight, brown spot, tungro, and blast, as well as healthy leaves, ...
Frontiers

A novel transformer using dynamic range-enhanced discrete cosine transform for detecting bean leaf diseases

Introduction: Early detection of diseases on bean leaves is essential for preventing declines in agricultural productivity and mitigating broader agricultural challenges. However, some bean leaf ...
Frontiers

An intelligent identification for pest and disease detection in wheat leaf based on environmental data using multimodal data fusion

1 School of Mathematics and Statistics, Fuyang Normal University, Fuyang, China 2 State Key Laboratory of Marine Resource Utilization in South China Sea, Hainan University, Haikou, Hainan, China The ...
Scientific Research Publishing

Shahriar Zaman Abid, M., Jahan, B., Mamun, A.A., Jakir Hossen, M. and Hossain Mazumder, S. (2024) Bangladeshi Crops Leaf Disease Detection Using Yolov8. Heliyon, 10, e36694.

ABSTRACT: Timely and accurate detection of plant diseases is essential for improving crop yields and ensuring food security, particularly in regions like Cameroon, where farmers often rely on visual ...
The New York Times

A Race to Save a Signature American Tree From a Deadly Disease

Beech leaf disease has already made its way to 15 states and into Ontario, with alarming results. By Margaret Roach I am hardly alone among gardeners who have called upon a copper-leaved European ...
Scientific Research Publishing

Pierre Nyakuri, J., Nkundineza, C., Gatera, O. and Nkurikiyeyezu, K. (2024) State-of-the-Art Deep Learning Algorithms for Internet of Things-Based Detection of Crop Pests and ...

ABSTRACT: Agriculture is essential for humanity’s survival, and productivity is crucial in agriculture. Owing to its multiple nutrients, cherry has become an important fruit for daily consumption; ...