Identification of Various Diseases in Plant Leaves Using Image Processing and CNN Approach

D Tandekar, S Dongre - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
India is an agricultural country with a population that depends on agriculture for about 70%
of their income. Finding plant diseases is a crucial duty carried out in agriculture. Early plant …

Plant disease detection in precision agriculture: Deep learning approaches

P Dey, T Mahmud, SR Nahar… - … on Intelligent Data …, 2024 - ieeexplore.ieee.org
Plants affect economy, agriculture industry and climate of any country. Therefore it is very
important to take care of plants. Like human being, plants are also infected by various …

Artificial Intelligence Based Plant Disease Detection

V Rishiwal, R Chaudhry, M Yadav, KR Singh… - Towards the Integration …, 2023 - Springer
Plant disease is the key issue for the farmers, which leads to lesser income and minimal
outcome. Pest affected crop also results in small agricultural production of the country. The …

Detection of disease from leaf of vegetables and fruits using deep learning technique

A Jaiswal, S Pathak, YK Rathore… - Advances in Biomedical …, 2021 - Springer
In a country like India where 16% of the total GDP growth is contributed by agriculture alone
and majority of the people rely on it for their source of living, it is of utmost importance that …

Plant disease detection using deep learning

GS Bhatia, P Ahuja, D Chaudhari, S Paratkar… - … Conference on Computer …, 2020 - Springer
India is an agrarian economy, with three-quarters of its rural population relying on
agriculture as their primary means of livelihood. Agriculture shares 17% of the country's …

A review of convolutional neural network-based approaches for disease detection in plants

B Biswas, RK Yadav - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Around 60.3% of land in India is used for agricultural purposes and the whole population
depends on agriculture. That's why crop yield is very crucial to get high agricultural output …

Plant Disease Classification and Detection using CNN

R Bandi, S Swamy - 2022 IEEE 3rd Global Conference for …, 2022 - ieeexplore.ieee.org
There have been various studies and research done on detecting plant disease. This work is
intended to identify the plant disease using Deep Learning which can be used as a defense …

Contemporary Research Trends in Plant Leaf Disease Detection

K Beena, V Sangeetha, SR Deepa… - 2022 4th International …, 2022 - ieeexplore.ieee.org
Agriculture is the backbone of Indian economy. Crop yield is decreased due to various
disease-causing organism on plants. Plant disease identification has major impact on the …

Use of Convolutional Neural Network (CNN) to Detect Plant Disease

N Moitra, A Singh, S Das - … , Circuits and Systems: Proceedings of 3rd …, 2022 - Springer
The automatic and accurate detection of diseased leaves is a challenging job for
researchers. It offers a promising step towards food security and agricultural growth. On …

Multi-crop leaf disease detection using deep learning methods

S Kashyap, T Thaware, SR Sahu - 2022 IEEE 19th India …, 2022 - ieeexplore.ieee.org
The image processing technique is a method useful in agricultural processes for enhancing
accuracy and uniformity of processes in farming while decreasing farmers' manual …