Optimizing a multi-layer perceptron based on an improved gray wolf algorithm to identify plant diseases

C Bi, Q Tian, H Chen, X Meng, H Wang, W Liu, J Jiang - Mathematics, 2023 - mdpi.com
Metaheuristic optimization algorithms play a crucial role in optimization problems. However,
the traditional identification methods have the following problems:(1) difficulties in nonlinear …

[PDF][PDF] Sailfish Optimizer with EfficientNet Model for Apple Leaf Disease Detection.

MM Alqahtani, AK Dutta, S Almotairi… - … Materials & Continua, 2023 - cdn.techscience.cn
Recent developments in digital cameras and electronic gadgets coupled with Machine
Learning (ML) and Deep Learning (DL)-based automated apple leaf disease detection …

Image classification and identification for rice leaf diseases based on improved WOACW_SimpleNet

Y Lu, X Zhang, N Zeng, W Liu, R Shang - Frontiers in Plant Science, 2022 - frontiersin.org
In view of the problem that manual selection of hyperparameters may lead to low
performance and large consumption of manpower cost of the convolutional neural network …

Artificial Rabbit Optimization with Improved Deep Learning Model for Plant Disease Classification

K Jayaprakash, SP Balamurugan - 2023 5th International …, 2023 - ieeexplore.ieee.org
Agriculture has played a key role in the Indian economy. Earlier diagnosis of plant disease is
highly necessary to avoid spread further of diseases and crop loss. Most plants like apples …

A survey on training issues in chili leaf diseases identification using deep learning techniques

KR Kanaparthi, SS Ilango - Procedia Computer Science, 2023 - Elsevier
The agricultural sector plays a crucial role in the majority of developing countries like India.
But in recent times agriculture production is following a downward trend due to various plant …

Crossover-based wind-driven optimized convolutional neural network model for tomato leaf disease classification

V Thanammal Indu, S Suja Priyadharsini - Journal of Plant Diseases and …, 2022 - Springer
For the diagnosis and identification of invasive pests and diseases at an earlier stage in
tomato plants, an effective plant disease diagnosis system should be developed. Therefore …

Deep neural network based Rider-Cuckoo Search Algorithm for plant disease detection

R Cristin, BS Kumar, C Priya, K Karthick - Artificial intelligence review, 2020 - Springer
Agriculture is the main source of wealth, and its contribution is essential to humans.
However, several obstacles faced by the farmers are due to different kinds of plant diseases …

Optimized convolutional neural network for identification of maize leaf diseases with adaptive ageist spider monkey optimization model

S Arjunagi, NB Patil - International Journal of Information Technology, 2023 - Springer
In recent years, the number of maize disease species has increased, which obviously
increases the level of damages in leaves. The reason for maize leaf disease is due to …

[PDF][PDF] Artificial Intelligence Enabled Apple Leaf Disease Classification for Precision Agriculture.

FN Al-Wesabi, AA Albraikan, AM Hilal… - … Materials & Continua, 2022 - cdn.techscience.cn
Precision agriculture enables the recent technological advancements in farming sector to
observe, measure, and analyze the requirements of individual fields and crops. The recent …

Plant leaf disease identification using exponential spider monkey optimization

S Kumar, B Sharma, VK Sharma, H Sharma… - … Informatics and systems, 2020 - Elsevier
Agriculture is one of the prime sources of economy and a large community is involved in
cropping various plants based on the environmental conditions. However, a number of …