Plant disease prediction using deep learning and IoT

AK Gupta, K Gupta, J Jadhav… - … on Computing for …, 2019 - ieeexplore.ieee.org
Crop diseases are a major threat to food security, but due to lack of infrastructure this area
remains untouched. We are proposing a system based on IoT and Deep Learning. This …

Analysis on prediction of plant leaf diseases using deep learning

S Nandhini, K Ashokkumar - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
As the global population continues to burgeon, increasing overall crop production is
becoming imperative to ensure food safety for everyone. However, a myriad of plant …

Crop prediction and plant disease detection using IoT and machine learning

J Mathew, A Joy, D Sasi, J Jiji… - 2022 6th International …, 2022 - ieeexplore.ieee.org
Agriculture is one of the major occupations widely used in India and it plays a crucial role in
the country's development. Improving crop production is considered an important aspect of …

Deep learning to detect plant diseases

R Kumar - 2021 6th International Conference on Signal …, 2021 - ieeexplore.ieee.org
Economy of any nation shares a major part with the agriculture and crop production. Good
yield is badly impacted by the diseases in plants and crops. Due to involvement of manual …

[PDF][PDF] Review of Plant Disease Detection and Diagnosis Using Deep Learning Model

A Pawar, M Pawaskar, S Ghodke - Volume IX, Issue VI, 2020 - academia.edu
Crop diseases are responsible for the significant economic losses in agricultural industry
worldwide. Monitoring the health status of plants is difficult to control the spread of diseases …

DCrop: A deep-learning based framework for accurate prediction of diseases of crops in smart agriculture

V Pallagani, V Khandelwal, B Chandra… - … symposium on smart …, 2019 - ieeexplore.ieee.org
The human population has been increasing exponentially and is estimated that the total
population will be at 8.6 billion by mid-2030. This tremendous rise in population will demand …

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 …

[PDF][PDF] Plant leaf disease prediction

V Monigari, GK Sri, T Prathima - International Journal for Research …, 2021 - researchgate.net
The Indian economy relies heavily on agriculture productivity. A lot is at stake when a plant
is struck with a disease that causes a significant loss in production, economic losses, and a …

[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 …

Deep learning and IoT: The enabling technologies towards smart farming

MS Memon, P Kumar, AA Mirani, M Qabulio… - Industrial Internet of …, 2020 - igi-global.com
The agriculture sector plays a big part in the overall economy of any country. The population
of the world is increasing day by day, which is also increasing the overall demand of the …