Enhancing plant disease detection: A novel CNN-based approach with tensor subspace learning and HOWSVD-MDA
Abstract Machine learning has revolutionized the field of agricultural science, particularly in
the early detection and management of plant diseases, which are crucial for maintaining …
the early detection and management of plant diseases, which are crucial for maintaining …
Deep learning-based leaf image analysis for tomato plant disease detection and classification
Tomato plant disease detection and classification, utilizing leaf images through deep
learning, intersects the fields of plant pathology and agriculture. Deep learning has …
learning, intersects the fields of plant pathology and agriculture. Deep learning has …
Comparative Analysis of Pre-trained Deep Neural Networks for Plant Disease Classification
R George, S Thuseethan… - 2024 21st International …, 2024 - ieeexplore.ieee.org
Plant diseases are a common and significant problem for farmers worldwide, leading to
reduced productivity and eco-nomic challenges for both farmers and countries. Deep …
reduced productivity and eco-nomic challenges for both farmers and countries. Deep …
Tomato leaf disease recognition based on multi-task distillation learning
B Liu, S Wei, F Zhang, N Guo, H Fan… - Frontiers in Plant …, 2024 - frontiersin.org
Introduction Tomato leaf diseases can cause major yield and quality losses. Computer
vision techniques for automated disease recognition show promise but face challenges like …
vision techniques for automated disease recognition show promise but face challenges like …
Novel Knowledge Pre-trained CNN based Tensor Subspace Learning for Tomato Leaf Diseases Detection
The early identification of plant diseases is essential for mitigating crop damage and
promoting robust agricultural output. By implementing effective disease management …
promoting robust agricultural output. By implementing effective disease management …
A Lightweight Siamese Network Framework for Effective Tomato Disease Recognition
MR Laouar, O Saker - … " ICISAT 2023": New Trends in Artificial …, 2024 - books.google.com
Food Security is a major global concern, and artificial intelligence (AI) is playing an
increasingly crucial role in this area. In this context, automatic recognition of plant diseases …
increasingly crucial role in this area. In this context, automatic recognition of plant diseases …
A Lightweight Siamese Network Framework for Effective Tomato Disease Recognition
Z Touati Hamad, MR Laouar, O Saker - International Conference on …, 2023 - Springer
Food Security is a major global concern, and artificial intelligence (AI) is playing an
increasingly crucial role in this area. In this context, automatic recognition of plant diseases …
increasingly crucial role in this area. In this context, automatic recognition of plant diseases …
IA pour la sécurité alimentaire Cas d'étude: Les maladies des plantes République
O SAKER - 2023 - dspace.univ-tebessa.dz
La sécurité alimentaire est une préoccupation majeure à l'échelle mondiale, et l'intelligence
artificielle (IA) joue un rôle de plus en plus crucial dans ce domaine. Dans ce contexte, la …
artificielle (IA) joue un rôle de plus en plus crucial dans ce domaine. Dans ce contexte, la …