Classification and Health Prediction in Plants Using Deep Convolutional Neural Networks

NK Jha, PK Shukla - … on Innovative Practices in Technology and …, 2023 - ieeexplore.ieee.org
Plants are one of the core components of human life and its surrounding environment.
Various diseases not only diminish the ecological relevance of plants and the products they …

A survey of deep convolutional neural networks applied for prediction of plant leaf diseases

VS Dhaka, SV Meena, G Rani, D Sinwar, MF Ijaz… - Sensors, 2021 - mdpi.com
In the modern era, deep learning techniques have emerged as powerful tools in image
recognition. Convolutional Neural Networks, one of the deep learning tools, have attained …

Deep Learning Techniques for Leaf Health Prediction

A Mire - … of International Conference on Communication and …, 2022 - Springer
Food security is one of the most important issues discussed worldwide. Furthermore, it
becomes more challenging in countries like India, where major population is vegetarian 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 …

Deep neural network (DNN) mechanism for identification of diseased and healthy plant leaf images using computer vision

SRG Reddy, GPS Varma, RL Davuluri - Annals of Data Science, 2024 - Springer
Identifying and controlling diseases present in plants is very necessary and useful to have
healthy growth in plants and to get products of good quality. In this paper, we proposed a …

Plants diseases prediction framework: A image-based system using deep learning

M Kirola, K Joshi, S Chaudhary, N Singh… - 2022 IEEE World …, 2022 - ieeexplore.ieee.org
Plant diseases mostly harm the leaves, resulting in a loss in agricultural output's quality and
quantity. Plant disease is the most common cause of large-scale crop mortality. India is a …

[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 …

Classification of plants using convolutional neural network

G Saini, A Khamparia, AK Luhach - First International Conference on …, 2020 - Springer
Plant leaf classification plays a foremost role in botanical research, Ayurveda, agriculture
practices, medicine and drug, weed detection, and many more areas. It is a technique by …

Plant disease detection by leaf image classification using convolutional neural network

P Bharali, C Bhuyan, A Boruah - International conference on information …, 2019 - Springer
Plants are the source of food Plants are the source of food on the planet. Infections and
diseases in plants are therefore a serious threat, while the most common diagnosis is …

Plant Leaf Disease Detection Using Machine Learning

S Kaushik, K Srivastava, S Kaushik… - Journal of …, 2022 - pnrjournal.com
Plants are now a significant source of energy and are essential to the solution to the global
warming conundrum. Plant ailments, however, are endangering this vital source's survival …