A comprehensive review on Plant Leaf Disease detection using Deep learning

S Mustofa, MMH Munna, YR Emon, G Rabbany… - arXiv preprint arXiv …, 2023 - arxiv.org
Leaf disease is a common fatal disease for plants. Early diagnosis and detection is
necessary in order to improve the prognosis of leaf diseases affecting plant. For predicting …

Machine Learning-Based Tea Leaf Disease Detection: A Comprehensive Review

F Ahmed, MT Ahad, YR Emon - arXiv preprint arXiv:2311.03240, 2023 - arxiv.org
Tea leaf diseases are a major challenge to agricultural productivity, with far-reaching
implications for yield and quality in the tea industry. The rise of machine learning has …

[HTML][HTML] A customised Vision Transformer for accurate detection and classification of Java Plum leaf disease

AC Bhowmik, MT Ahad, YR Emon, F Ahmed… - Smart Agricultural …, 2024 - Elsevier
Abstract Vision Transformer (ViT) has recently attracted significant attention for its
performance in image classification. However, studies have yet to explore its potential in …

ViT-SmartAgri: Vision Transformer and Smartphone-Based Plant Disease Detection for Smart Agriculture

U Barman, P Sarma, M Rahman, V Deka, S Lahkar… - Agronomy, 2024 - mdpi.com
Invading pests and diseases always degrade the quality and quantity of plants. Early and
accurate identification of plant diseases is critical for plant health and growth. This work …

PLD-Det: plant leaf disease detection in real time using an end-to-end neural network approach based on improved YOLOv7

MHK Mehedi, N Nawer, S Ahmed, MSI Khan… - Neural Computing and …, 2024 - Springer
In order to maintain sustainable agriculture, it is vital to monitor plant health. Since all
species of plants are prone to characteristic diseases, it necessitates regular surveillance to …

LSGNet: A lightweight convolutional neural network model for tomato disease identification

S Yang, L Zhang, J Lin, T Cernava, J Cai, R Pan, J Liu… - Crop Protection, 2024 - Elsevier
Tomatoes are among the most extensively grown and consumed crops worldwide, but
tomato production can be greatly reduced due to various diseases. Plant diseases show …

Machine Learning-Based Jamun Leaf Disease Detection: A Comprehensive Review

AC Bhowmik, MT Ahad, YR Emon - arXiv preprint arXiv:2311.15741, 2023 - arxiv.org
Jamun leaf diseases pose a significant threat to agricultural productivity, negatively
impacting both yield and quality in the jamun industry. The advent of machine learning has …

[HTML][HTML] ECVNet: A Fusion Network of Efficient Convolutional Neural Networks and Visual Transformers for Tomato Leaf Disease Identification

F Zou, J Hua, Y Zhu, J Deng, R He - Agronomy, 2024 - mdpi.com
Tomato leaf diseases pose a significant threat to plant growth and productivity, necessitating
the accurate identification and timely management of these issues. Existing models for …

[HTML][HTML] Image Processing for Smart Agriculture Applications Using Cloud-Fog Computing

D Marković, Z Stamenković, B Đorđević, S Ranđić - Sensors, 2024 - mdpi.com
The widespread use of IoT devices has led to the generation of a huge amount of data and
driven the need for analytical solutions in many areas of human activities, such as the field of …

[PDF][PDF] Tomato Disease Detection Using Vision Transformer with Residual L1-Norm Attention and Deep Neural Networks

M Tiwari, H Kumar, N Prakash, S Kumar… - … Journal of Intelligent …, 2024 - researchgate.net
The tomato holds significant global significance as a crop, fulfilling crucial roles in
agriculture and meeting essential human dietary requirements. The persistent presence of …