Plants diseases prediction framework: A image-based system using deep learning
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 …
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 …
is struck with a disease that causes a significant loss in production, economic losses, and a …
A survey on plant disease prediction using machine learning and deep learning techniques
G Ushadevi - Inteligencia Artificial, 2020 - journal.iberamia.org
The major agricultural products in India are rice, wheat, pulses, and spices. As our
population is increasing rapidly the demand for agriculture products also increasing …
population is increasing rapidly the demand for agriculture products also increasing …
Deep Learning and Machine Learning Based Efficient Framework for Image Based Plant Disease Classification and Detection
Without agriculture, human existence would be inconceivable. A large percentage of the
world's population relies on agriculture for their daily needs. In addition, it creates a big …
world's population relies on agriculture for their daily needs. In addition, it creates a big …
A novel framework for image-based plant disease detection using hybrid deep learning approach
The agriculture sector contributes significantly to the economic growth of a country.
However, plant diseases are one of the leading causes of crop destruction that decreases …
However, plant diseases are one of the leading causes of crop destruction that decreases …
Enhancing Plant Leaf Disease Prediction Through Advanced Deep Feature Representations: A Transfer Learning Approach
V Naralasetti, JD Bodapati - Journal of The Institution of Engineers (India) …, 2024 - Springer
Plant diseases present a considerable threat to the farming industry, causing significant
economic losses by reducing crop yields. The emergence of deep neural network models in …
economic losses by reducing crop yields. The emergence of deep neural network models in …
Disease Detection in Tomato Plants Using CNN
KS Rekha, HD Phaneendra… - 2022 IEEE 3rd …, 2022 - ieeexplore.ieee.org
Tomato is one of the highest yield cash crops in the World and is produced in large quantity
to fulfil the huge market demand. In India tomato season prevails throughout the year and …
to fulfil the huge market demand. In India tomato season prevails throughout the year and …
Deep learning-based automated feature engineering for rice leaf disease prediction
A Das, C Mallick, S Dutta - … in Pattern Recognition: Proceedings of CIPR …, 2020 - Springer
Though the financial impact of agriculture is gradually decreasing with the extensive
economic growth of the country, still agriculture is one of the most wide economic sectors …
economic growth of the country, still agriculture is one of the most wide economic sectors …
Artificial intelligence-based plant diseases classification
LM Abou El-Maged, A Darwish… - Machine Learning and Big …, 2021 - Springer
Abstract Machine learning techniques are used for classifying plant diseases. Recently,
deep learning (DL) is applied in the classification process of image processing. In this …
deep learning (DL) is applied in the classification process of image processing. In this …
A comprehensive review on crop disease prediction based on machine learning and deep learning techniques
Leaf diseases cause direct crop losses in agriculture, and farmers cannot detect the disease
early. If the diseases are not detected early and correctly, the farmer must undergo huge …
early. If the diseases are not detected early and correctly, the farmer must undergo huge …