[PDF][PDF] Plant Disease Diagnosis and Image Classification Using Deep Learning.

R Sharma, A Singh, NZ Jhanjhi… - … Materials & Continua, 2022 - cdn.techscience.cn
Indian agriculture is striving to achieve sustainable intensification, the system aiming to
increase agricultural yield per unit area without harming natural resources and the …

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 …

[PDF][PDF] Paddy crop disease detection using machine learning

BS PrajwalGowda, MA Nisarga, M Rachana… - International Journal of …, 2020 - academia.edu
Now a days, Farmers are facing loss in crop production due to many reasons one of the
major problem for the above issue is crop diseases. This is due to lack of knowledge about …

Detection and classification of tomato crop disease using convolutional neural network

G Sakkarvarthi, GW Sathianesan, VS Murugan… - Electronics, 2022 - mdpi.com
Deep learning is a cutting-edge image processing method that is still relatively new but
produces reliable results. Leaf disease detection and categorization employ a variety of …

Design and development of efficient techniques for leaf disease detection using deep convolutional neural networks

V Ranjana, MR Mundada, SP Sawkar… - … electrical circuits and …, 2020 - ieeexplore.ieee.org
With the increase in the spread of crop diseases, there is a need to prevent and control its
contamination so as to increase productivity and yield for the farmers. Plant Diseases have a …

DenseNet based model for plant diseases diagnosis

M Bakr, S Abdel-Gaber, M Nasr, M Hazman - European Journal of …, 2022 - ejece.org
The biggest threat to the safety of food is plant diseases. They have the ability to dramatically
lower the quantity and quality of agricultural products. Recognizing plant diseases is the …

Rice leaf disease classification using CNN

P Tejaswini, P Singh, M Ramchandani… - … Series: Earth and …, 2022 - iopscience.iop.org
Rice is amongst the majorly cultivated crops in India and its leaf diseases can have a
substantial impact on output and quality. The most important component is identifying rice …

[PDF][PDF] Paddy leaf disease detection using an optimized deep neural network

S Nalini, N Krishnaraj, T Jayasankar… - … , Materials & Continua, 2021 - researchgate.net
Precision Agriculture is a concept of farm management which makes use of IoT and
networking concepts to improve the crop. Plant diseases are one of the underlying causes in …

Deep Learning model of sequential image classifier for crop disease detection in plantain tree cultivation

M Nandhini, KU Kala, M Thangadarshini… - … and Electronics in …, 2022 - Elsevier
Plantain tree is the most popular crop grown all over the world and banana (Musa spp.) is
the most marketable fruit. It is the leading food in many countries, especially in developing …

Plant diseases classification based leaves image using convolutional neural network

SB Imanulloh, AR Muslikh… - Journal of Computing …, 2023 - eprints.unmer.ac.id
Plant disease is one of the problems in the world of agriculture. Early identification of plant
diseases can reduce the risk of loss, so automation is needed to speed up identification …