[PDF][PDF] Deep learning in tropical leaf disease detection: advantages and applications

Z Yao, M Huang - Tropical Plants, 2024 - maxapress.com
This paper delves into the realm of artificial intelligence, where an array of deep learning
techniques has proven effective in automating crop leaf disease identification and …

Apple Leaf Disease Diagnosis with Deep Learning

K Ghadge, S Bhavsar, S Abhale, P Yadav… - Akash, Apple Leaf …, 2024 - papers.ssrn.com
This review explores the application of deep learning in detecting leaf diseases,
emphasizing its significance in addressing challenges faced by agriculture due to these …

Unveiling the Power of Deep Learning in Plant Pathology: A Review on Leaf Disease Detection

M Bala, S Bansal - ECS Journal of Solid State Science and …, 2024 - iopscience.iop.org
Plant leaf disease identification is a crucial aspect of modern agriculture to enable early
disease detection and prevention. Deep learning approaches have demonstrated amazing …

[HTML][HTML] Innovative deep learning approach for cross-crop plant disease detection: A generalized method for identifying unhealthy leaves

I Bouacida, B Farou, L Djakhdjakha, H Seridi… - Information Processing …, 2024 - Elsevier
One of the most serious threats to global food security is plant diseases compromising
agricultural productivity and threatening the livelihoods of millions. These diseases can …

A CNN Model Based Approach for Disease Detection in Mango Plant Leaves

PP Singh, D Kumar, A Srivastava… - … conference on soft …, 2023 - Springer
In this study, we propose a machine learning (ML) based method for the early detection of
plant leaf diseases. Plant diseases are a major concern in agriculture, impacting crop yield …

[PDF][PDF] Deep Learning Models for the Detection of Plant Leaf Diseases: A Systematic Review

M Sibiya, M Sumbwanyambe - Preprints, 2019 - scholar.archive.org
* Correspondence: mrkirchoffs@ gmail. com Abstract: Machine learning systems use
different algorithms to detect the diseases affecting the plant leaves. Nevertheless, selecting …

Multi-crop leaf disease detection using deep learning methods

S Kashyap, T Thaware, SR Sahu - 2022 IEEE 19th India …, 2022 - ieeexplore.ieee.org
The image processing technique is a method useful in agricultural processes for enhancing
accuracy and uniformity of processes in farming while decreasing farmers' manual …

Deep Learning Approaches for Disease Detection Based on Plant Leaf Image: A Review

E Saraswathi, JF Banu - … Conference on Intelligent Systems Design and …, 2023 - Springer
The demand for rapid and precise plant disease diagnostics has increased with interest in
environmentally friendly farming techniques. Deep learning algorithms are employed in …

Deep Learning Approaches for Disease Detection Based on Plant Leaf Image: A Review

B Salai, C Ramapuram - … and Applications: Deep Learning, Volume 2 - books.google.com
The demand for rapid and precise plant disease diagnostics has increased with interest in
environmentally friendly farming techniques. Deep learning algorithms are employed in …

Plant Disease Detection and Classification Using Artificial Intelligence Approach

A Ghildiyal, M Tomar, S Sharma, SK Dubey - International Conference on …, 2023 - Springer
Agricultural development is not only crucial for human existence; it is also a major
commercial field for many countries, regardless of their state of development. Early detection …