Optimal segmentation of image datasets by genetic algorithms using color spaces

JC Canales, JC Canales, F García-Lamont… - Expert Systems with …, 2024 - Elsevier
A vision system comprises several steps, with each step exerting a significant impact on the
final outcome. One of these crucial steps is segmentation, which isolates the region of …

[HTML][HTML] Spinach fungi guard: A deep learning-based software solution for swift detection and remediation of fungal diseases in spinach leaves

R Bose, S Roy, S Sutradhar - Smart Agricultural Technology, 2023 - Elsevier
We have developed a software solution aimed at assisting farmers in quickly detecting and
finding a cure for fungal diseases in spinach leaves. This solution utilizes Deep Learning …

A Study on the Performance of Deep Learning Models for Leaf Disease Detection

G Sucharitha, M Sirisha, K Pravalika… - … on Internet of Things, 2024 - publications.eai.eu
The backbone of our Indian economy is agriculture. Plant diseases are a key contributor to
substantial reductions in crop quality and quantity. Finding leaf diseases is a crucial job in …

Design and Research of Smart Agriculture Fine Planting System Based on YOLOv3 Algorithm

S Zhu, L Zhu, Y Zeng, Y Yang, Y Liu… - … on Industrial IoT, Big …, 2023 - ieeexplore.ieee.org
With the application of artificial intelligence and big data technology in the field of
agricultural production, modern information technology means such as the Internet of …

[引用][C] Detection of plant leaf diseases using sequential convolutional neural network

E Imanov, AA Hussein, GE Imanova - … of Things (AIoT): Current and Future …, 2024 - Elsevier