Automatic leaf diseases detection and classification of cucumber leaves using internet of things and machine learning models

SP Jena, S Chakravarty, SP Sahoo… - … Journal of Web …, 2023 - inderscienceonline.com
Automation of agriculture with the use of cutting-edge technology is a growing research
area. It addresses the issue of better yields and tries to mitigate the negative impact due to …

Leaf disease classification in smart agriculture using deep neural network architecture and IoT

K Ramana, R Aluvala, MR Kumar… - Journal of Circuits …, 2022 - World Scientific
The Internet of Things (IoT) is bringing a new dimension to the smart farming market. This
helps the user to collect the data from the agricultural fields in real time and move it to …

Identification of cucumber leaf diseases using deep learning and small sample size for agricultural Internet of Things

J Zhang, Y Rao, C Man, Z Jiang… - International Journal of …, 2021 - journals.sagepub.com
Due to the complex environments in real fields, it is challenging to conduct identification
modeling and diagnosis of plant leaf diseases by directly utilizing in-situ images from the …

Internet of Thing and Machine Learning Approach for Agricultural Application: A Review

P Kolhe, K Kalbande… - 2022 10th International …, 2022 - ieeexplore.ieee.org
Plants provide a significant portion of the global food supply. Plant infections are a factor in
productivity loss, although they can be avoided with constant observation. Plant illness …

[PDF][PDF] Smart Farming: IoT based plant leaf disease detection and prediction using deep neural network with image processing

K Prema, CM Belinda - Int. J. Innov. Technol. Explor. Eng, 2019 - academia.edu
Agriculture plays a major role in human life. Almost 60% of the population is involved directly
or indirectly in some agriculture activity. But Nowadays, farmers have quit agriculture and …

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 …

Agricultural plant disease detection and identification

A Dubey - International Journal of Electrical Engineering and …, 2020 - papers.ssrn.com
Since agricultural crops farming takes considerations from various variables such as
environment, soil and sunlight, existence of diseases cannot be avoided. The main objective …

[PDF][PDF] Iot And Machine Learning Based Effective Plant Disease Classification And Detection For Agricultural Applications

KP Kumar, B Singh, KV Malini, A Ranjan… - … Journal of Food and …, 2022 - researchgate.net
Plant diseases are a key source of diminished productivity and farmer income. Researchers
are now working to develop a mechanism for automatically detecting plant disease. A …

A novel method for plant leaf disease classification using deep learning techniques

R Sangeetha, M Mary Shanthi Rani - Machine Learning, Deep Learning …, 2021 - Springer
Agricultural productivity is one of the important sectors that influence the Indian economy.
One of the greatest challenges that affect agricultural productivity is plant disease which is …

Leaf analysis based early plant disease detection using Internet of Things, Machine Learning and Deep Learning: A comprehensive review

SR Prasad, GS Thyagaraju - Journal of Integrated Science …, 2024 - pubs.thesciencein.org
In agriculture, the timely identification of plant diseases is vital for reducing crop loss,
ensuring high-quality yields, and fostering sustainable farming practices. The agricultural …