Hybridization of ResNet with YOLO classifier for automated paddy leaf disease recognition: An optimized model

G Ganesan, J Chinnappan - Journal of Field Robotics, 2022 - Wiley Online Library
Paddy is the most significant crop utilized by more than 2.6 billion people. The paddy crops
are affected by various diseases that are unidentified and reduced the production of crop …

Deep learning based on nasnet for plant disease recognition using leave images

A Adedoja, PA Owolawi… - … international conference on …, 2019 - ieeexplore.ieee.org
Global food security has become a very important research focus. This is due to the fact that
food is a basic need of human beings and its adequate supply to meet the need of humans …

A novel transfer deep learning method for detection and classification of plant leaf disease

P Kaur, S Harnal, V Gautam, MP Singh… - Journal of Ambient …, 2023 - Springer
The major cause of plant mortality and devastation, particularly among trees is plant
diseases. This problem, however, may be handled and treated effectively through early …

Deep transfer modeling for classification of maize plant leaf disease

RK Singh, A Tiwari, RK Gupta - Multimedia tools and applications, 2022 - Springer
Abstract Currently, Deep Learning is playing an influential role for Image analysis and object
classification. Maize's diseases reduce production that subsequently becomes prominent …

Deep learning-based approach to detect and classify signs of crop leaf diseases and pest damage

D Mondal, K Roy, D Pal, DK Kole - SN Computer Science, 2022 - Springer
Leaf constitutes an important part of a plant as it gives prior information about its health.
Timely and proper diagnosis of different pests, fungal and viral diseases of plants is …

Recognitionof Diseases in Paddy using Deep Learning

KM Sudar, P Nagaraj, KV Yeshwanth… - … and Control Systems …, 2022 - ieeexplore.ieee.org
Paddy is a very important crop in Asian agriculture. Rice is a staple food in Asian countries
because most people rely on it for their food. Paddy will be commonly affected by many …

[PDF][PDF] Recognition of Image-Based Plant Leaf Diseases Using Deep Learning Classification Models.

S Takkar, A Kakran, V Kaur, M Rakhra… - Nature Environment & …, 2021 - researchgate.net
Plant diseases are spread by a variety of pests, weeds, and pathogens and may have a
devastating effect on agriculture, if not handled in a timely manner. Farmers face umpteen …

[HTML][HTML] High performance deep learning architecture for early detection and classification of plant leaf disease

MV Shewale, RD Daruwala - Journal of Agriculture and Food Research, 2023 - Elsevier
Agriculture is primary source of income for farmers worldwide and they face a significant
annual production loss owing to plant leaf disease. In an agroecosystem, staying aware of …

Plant disease classification using deep learning

KP Akshai, J Anitha - 2021 3rd International Conference on …, 2021 - ieeexplore.ieee.org
Agriculture plays a crucial role in the Indian economy. Early detection of plant diseases is
very much essential to prevent crop loss and further spread of diseases. Most plants such as …

Multi-level deep learning model for potato leaf disease recognition

J Rashid, I Khan, G Ali, SH Almotiri, MA AlGhamdi… - Electronics, 2021 - mdpi.com
Potato leaf disease detection in an early stage is challenging because of variations in crop
species, crop diseases symptoms and environmental factors. These factors make it difficult …