Rice leaf disease identification by residual-distilled transformer

C Zhou, Y Zhong, S Zhou, J Song, W Xiang - Engineering Applications of …, 2023 - Elsevier
As the worldwide planting crop, rice feeds nearly half of the world's population. However, the
continuous spread of diseases is threatening rice production. It is of great practical value to …

Lesion-aware visual transformer network for Paddy diseases detection in precision agriculture

AA Salamai, N Ajabnoor, WE Khalid, MM Ali… - European Journal of …, 2023 - Elsevier
Precision agriculture, driven by advancements in sensing technologies and data analytics,
offers promising solutions for addressing challenges in paddy disease management. Paddy …

Systematic Review on Maize Plant Disease Identification Based on Machine Learning

VN Gandham, L Jain, S Paidipati… - 2023 International …, 2023 - ieeexplore.ieee.org
Agriculture plays a crucial role in everyone's life. In this technological world, 75 out of 100
are taking steps towards automated workflow solutions rather than staying in the same …

RiceDRA-net: precise identification of rice leaf diseases with complex backgrounds using a res-attention mechanism

J Peng, Y Wang, P Jiang, R Zhang, H Chen - Applied Sciences, 2023 - mdpi.com
In this study, computer vision applicable to traditional agriculture was used to achieve
accurate identification of rice leaf diseases with complex backgrounds. The researchers …

Enhancing rice crop management: Disease classification using convolutional neural networks and mobile application integration

MM Hasan, T Rahman, AFMS Uddin, SM Galib… - Agriculture, 2023 - mdpi.com
Early diagnosis of rice disease is important because it poses a considerable threat to
agricultural productivity as well as the global food security of the world. It is challenging to …

Paddy doctor: A visual image dataset for automated paddy disease classification and benchmarking

Petchiammal, B Kiruba, Murugan… - Proceedings of the 6th …, 2023 - dl.acm.org
One of the critical biotic stress factors paddy farmers face is diseases caused by bacteria,
fungi, and other organisms. These diseases affect plants' health severely and lead to …

Generic paddy plant disease detector (GP2D2): an application of the deep-CNN model

P NG, S Prathima, SS Nath - International journal of electrical and …, 2023 - hrcak.srce.hr
Sažetak Rice is the primary food for almost half of the world's population, especially for the
people of Asian countries. There is a demand to improve the quality and increase the …

Disease Detection in Tomato Plants Using CNN

KS Rekha, HD Phaneendra… - 2022 IEEE 3rd …, 2022 - ieeexplore.ieee.org
Tomato is one of the highest yield cash crops in the World and is produced in large quantity
to fulfil the huge market demand. In India tomato season prevails throughout the year and …

Lotus Disease Diagnosis Using Combined CNN and SVM with Max Pooling and Convolutional Layers

D Banerjee, V Kukreja, R Yadav… - 2023 3rd Asian …, 2023 - ieeexplore.ieee.org
This study presents an evaluation of a classification model employing convolutional neural
network (CNN) and support vector machine (SVM) algorithms for the identification of various …

[PDF][PDF] Convolution Neural Network Approach for Early Identification of Patchouli Leaf Disease in Indonesia

MH Barri, K Usman - Journal of Image and Graphics, 2024 - joig.net
Indonesia is the largest supplier of patchouli oil in the world market, contributing 80%–90%.
Most patchouli oil products are exported in the perfume, cosmetics, pharmaceutical …