Artificial driving based EfficientNet for automatic plant leaf disease classification

JG Kotwal, R Kashyap, PM Shafi - Multimedia Tools and Applications, 2024 - Springer
Plant disease (PD) detection is a substantial problem that needs to be tackled to develop the
economy and improve agricultural production. Using conventional methods to classify plant …

Multi-plant and multi-crop leaf disease detection and classification using deep neural networks, machine learning, image processing with precision agriculture-A …

YH Bhosale, SR Zanwar, SS Ali… - 2023 International …, 2023 - ieeexplore.ieee.org
Globally, more than 19,000 fungi are reported to infect agricultural crops with diseases. As
the supplier of human energy, crops are seen as being significant. Plant diseases can harm …

ESDNN: A novel ensembled stack deep neural network for mango leaf disease classification and detection

V Gautam, RK Ranjan, P Dahiya, A Kumar - Multimedia Tools and …, 2024 - Springer
The mango crop production and quality are affected by several factors. Plant disease is one
of the prime factors that impact crop yield. The disease impacts all parts of plants such as …

Multi-granularity feature extraction based on vision transformer for tomato leaf disease recognition

S Wu, Y Sun, H Huang - 2021 3rd International Academic …, 2021 - ieeexplore.ieee.org
At present, the task of identifying crop diseases is mainly to simply distinguish the types of
different crop diseases. However, the current classifiers cannot solve problems, such as …

Leaf disease detection based on lightweight deep residual network and attention mechanism

Z Xiao, Y Shi, G Zhu, J Xiong, J Wu - IEEE Access, 2023 - ieeexplore.ieee.org
In today's leaf disease detection, the accuracy of recognition has never been of such
importance as it is now. In this aspect, leaf disease recognition method based on machine …

[PDF][PDF] A custom backbone unet framework with dcgan augmentation for efficient segmentation of leaf spot diseases in jasmine plant

V Shwetha, A Bhagwat, V Laxmi… - Journal of Computer …, 2024 - pdfs.semanticscholar.org
Leaf blight spot disease, caused by bacteria and fungi, poses a considerable threat to
commercial plants, manifesting as yellow to brown color spots on the leaves and potentially …

[PDF][PDF] Mango Leaf Stress Identification Using Deep Neural Network.

V Gautam, J Rani - Intelligent Automation & Soft Computing, 2022 - researchgate.net
Mango is a widely growing and consumable fruit crop. The quantity and quality of production
are most important to satisfy the needs of the huge population. Numerous research has …

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 …

Digital image noise removal towards soybean and cotton plant disease using image processing filters

VG Bhujade, V Sambhe, B Banerjee - Expert Systems with Applications, 2024 - Elsevier
The processing of noisy images does not provide accurate outcomes. In most existing
techniques, many filters have been employed to eradicate the noises and enhance the …

Leaf disease detection using deep learning

PR Devi - 2021 Second International Conference on …, 2021 - ieeexplore.ieee.org
Economy contributes the most for the productivity of the agriculture. In agricultural field, the
disease in plants is more common and the detection of disease in plants has become more …