Year: 2025
Type: article
Abstract: " Plant Leaf Diseases Detection Using Deep Learning And Novel CNN" Agricultural products are the basic need of every country. Diseased plants have a serious impact on the country's agricultural and financial resources. Agricultural productivity is important to the economy. Identifying plant diseases in agriculture is important because plant diseases occur naturally. Compared to agriculture, all industries are benefiting from latest technologies. Previous studies have shown that crop yields have decreased due to increased defoliation. This plant disease detection technology can be used to solve this serious problem by analyzing diseases in input images. He explains how to use deep learning techniques to identify and characterize leaf diseases. We use a Convolutional Neural Network (CNN) to obtain accurate estimation and detection of leaf diseases.
Authors: Vidya Bhushan, Resh ma
Institution: Acharya Institute of Technology
Language: English
Topic: Smart Agriculture and AI
Subfield: Plant Science
Domain: Life Sciences
SDG: Zero hunger
Open Access status: diamond
OpenAlex ID: W4409206094