[HTML][HTML] Comparative analysis of paddy leaf diseases sensing with a hybrid convolutional neural network model

RS Jesie, MSG Premi, T Jarin - Measurement: Sensors, 2024 - Elsevier
The major food in south India is Paddy. Early detection of leaf disease can increase the
production of crops. In the agricultural field, farmers can control the spreading of leaf disease …

A Comprehensive Study on Paddy Leaf Disease Detection using CNN and Random Forest

G Rana, R Singh, A Singh… - 2023 3rd International …, 2023 - ieeexplore.ieee.org
In the context of paddy leaf diseases, this study thoroughly assesses disease classification
performance. Brown Spot Disease, Blasting Disease, Sheath Blight, Bacterial Leaf Blight …

[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 …

Paddy disease classification study: a deep convolutional neural network approach

M Deb, KG Dhal, R Mondal, J Gálvez - Optical memory and neural …, 2021 - Springer
One of the most prominent research topics in agriculture relies on the accurate detection of
plant diseases for the early prevention of productivity loss. However, most of the strategies …

A novel hybrid CNN methodology for automated leaf disease detection and classification

P Kaur, AM Mishra, N Goyal, SK Gupta… - Expert …, 2024 - Wiley Online Library
Plant leaf diseases are challenging to categorize due to the complexity of the pattern
variations and the high degrees of inter‐class similarity. Plant ailments harm food quality …

[PDF][PDF] Plant Leaf Disease Detection and Classification Using Deep Learning: A Review and A Proposed System on Bangladesh’ s Perspective

MJU Chowdhury, ZI Mou, R Afrin… - International Journal of …, 2023 - researchgate.net
A very crucial part of Bangladeshi people's employment, GDP contribution, and mainly
livelihood is agriculture. It plays a vital role in decreasing poverty and ensuring food security …

Development of Plant-Leaf Disease Classification Model using Convolutional Neural Network

R Shanker, D Sharma… - 2022 IEEE 4th …, 2022 - ieeexplore.ieee.org
Agriculture is India's primary source of income and the second largest producer of
agriculture products. Crop production is influenced by various factors, like weather, soil …

A cnn based framework for comparison and recognition of leaf diseases

MMH Rao, TM Anuhya, V Sravani… - … Journal for Innovative …, 2023 - papers.ssrn.com
In India, 70% of the population works in agriculture. The remaining 30% of the population is
integral to this field. Because crops, which are a staple diet for people, are one of the many …

[Retracted] A Systematic Analysis of Machine Learning and Deep Learning Based Approaches for Plant Leaf Disease Classification: A Review

R Kumar, A Chug, AP Singh, D Singh - Journal of Sensors, 2022 - Wiley Online Library
Crops' production and quality of yields are heavily affected by crop diseases which cause
adverse impacts on food security as well as economic losses. In India, agriculture is a prime …

Approaches to identify paddy plant diseases using deep learning: A review

AK Dixit, R Verma - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
To avoid a falling-off in the volume and production of agrarian products, it is crucial to
determine Rice plant illnesses. The application of various ML and image-processing …