[HTML][HTML] Artificial intelligence-based drone system for multiclass plant disease detection using an improved efficient convolutional neural network

W Albattah, A Javed, M Nawaz, M Masood… - Frontiers in Plant …, 2022 - frontiersin.org
The role of agricultural development is very important in the economy of a country. However,
the occurrence of several plant diseases is a major hindrance to the growth rate and quality …

[HTML][HTML] Identification method of corn leaf disease based on improved Mobilenetv3 model

C Bi, S Xu, N Hu, S Zhang, Z Zhu, H Yu - Agronomy, 2023 - mdpi.com
Corn is one of the main food crops in China, and its area ranks in the top three in the world.
However, the corn leaf disease has seriously affected the yield and quality of corn. To …

A machine learning based framework for a stage-wise classification of date palm white scale disease

A Hessane, A El Youssefi, Y Farhaoui… - Big Data Mining and …, 2023 - ieeexplore.ieee.org
Date palm production is critical to oasis agriculture, owing to its economic importance and
nutritional advantages. Numerous diseases endanger this precious tree, putting a strain on …

[HTML][HTML] The stress detection and segmentation strategy in tea plant at canopy level

X Zhao, J Zhang, A Tang, Y Yu, L Yan… - Frontiers in Plant …, 2022 - frontiersin.org
As compared with the traditional visual discrimination methods, deep learning and image
processing methods have the ability to detect plants efficiently and non-invasively. This is of …

[HTML][HTML] Plant disease detection using AI based vgg-16 model

AA Alatawi, SM Alomani, NI Alhawiti… - International Journal of …, 2022 - search.proquest.com
Agriculture and modern farming is one of the fields where IoT and automation can have a
great impact. Maintaining healthy plants and monitoring their environment in order to identify …

[HTML][HTML] EfficientPNet—An Optimized and Efficient Deep Learning Approach for Classifying Disease of Potato Plant Leaves

T Nazir, MM Iqbal, S Jabbar, A Hussain, M Albathan - Agriculture, 2023 - mdpi.com
The potato plant is amongst the most significant vegetable crops farmed worldwide. The
output of potato crop production is significantly reduced by various leaf diseases, which …

[HTML][HTML] Comparison of algorithms for monitoring wheat powdery mildew using multi-angular remote sensing data

L Song, L Wang, Z Yang, L He, Z Feng, J Duan… - The Crop Journal, 2022 - Elsevier
Powdery mildew is a disease that threatens wheat production and causes severe economic
losses worldwide. Its timely diagnosis is imperative for preventing and controlling its spread …

[PDF][PDF] Towards Sustainable Agricultural Systems: A Lightweight Deep Learning Model for Plant Disease Detection.

S Parez, N Dilshad, TM Alanazi, JW Lee - Comput. Syst. Sci. Eng., 2023 - researchgate.net
A country's economy heavily depends on agricultural development. However, due to several
plant diseases, crop growth rate and quality are highly suffered. Accurate identification of …

Plant diseases classification based leaves image using convolutional neural network

SB Imanulloh, AR Muslikh… - Journal of Computing …, 2023 - eprints.unmer.ac.id
Plant disease is one of the problems in the world of agriculture. Early identification of plant
diseases can reduce the risk of loss, so automation is needed to speed up identification …

[HTML][HTML] Fuzzy Discretization on the Multinomial Naïve Bayes Method for Modeling Multiclass Classification of Corn Plant Diseases and Pests

Y Resti, C Irsan, A Neardiaty, C Annabila, I Yani - Mathematics, 2023 - mdpi.com
As an agricultural commodity, corn functions as food, animal feed, and industrial raw
material. Therefore, diseases and pests pose a major challenge to the production of corn …