Analysis of plant leaf diseases recognition using image processing with machine learning techniques

N Vasudevan, T Karthick - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
Agriculture plays a foremost role in countries growth. The physical recognition of disease in
the plant is more timeconsuming and necessity of expert labor is high. One of the most vital …

Crop disease classification through image processing and machine learning techniques using leaf images

VK Vishnoi, K Kumar, B Kumar - 2021 First International …, 2021 - ieeexplore.ieee.org
The role of the agriculture sector in global economic development is important. The
development of agriculture and growth in production is essential for achieving global food …

Machine Learning Approaches for Accurate Image Recognition and Detection for Plant Disease

S Vashisht, P Kumar, MC Trivedi - Smart Innovations in Communication …, 2021 - Springer
In recent world where world population has reached to 7.7 billion and still increasing at a
rapid rate, and it would reach to approx 9.8 billion by 2050. With the increase of population …

A Study of Emerging Image Processing and Machine Learning Methodologies for Classification of Plant Leaf Disease

A Hassan, BS Lokesh - International Journal of Advanced …, 2022 - search.proquest.com
Agriculture and productivity are extremely important to a country's economy. Plants
becoming infected with diseases are a natural occurrence, but it can result in significant …

Plant Disease Detection Using Machine Learning

A Jain, A Langhe, H Choudhary… - 2024 ASU International …, 2024 - ieeexplore.ieee.org
In the field of agriculture being able to identify plant diseases is extremely important as it can
lead to crop loss and negatively impact food security. Detecting these diseases early on is …

A survey on recognition and classification of paddy leaf diseases using image processing and machine learning techniques

P Kalpana, S Sridevi - AIP Conference Proceedings, 2022 - pubs.aip.org
From the past few years spreading of the pests and diseases in plants have been increasing
significantly. Paddy plants are the most important crop used in our country for the food, so it …

An Analysis of Identification of Plant Leaf Diseases and Classification Using Machine Learning and Computer Vision

A Sethy, Y Surya Prakash, U Archana… - … conference on smart …, 2023 - Springer
Agriculture is a significant source of revenue for Indians. Farmers can grow a wide range of
crops. However, crop growth is hampered by illnesses. Plant pests are one of the reasons …

A study on comparative analysis of machine learning and image processing techniques for identifying plant leaf disease

V Badami, S Kanakaraddi, P Kalwad - International Conference on Smart …, 2023 - Springer
This research investigates the approaches for identifying and classifying plant leaf diseases
from digital images using deep neural networks. While diseases can affect any part of a …

Analysis of Automatic Plant Disease Classification Using Image Processing Techniques

R Goyal - 2022 2nd International Conference on Advance …, 2022 - ieeexplore.ieee.org
Agriculture is vital to human survival because it provides food. The exponential growth of the
human population needs rapid increases in food production using technology to reduce …

Smart Agriculture: A Compendium of Image-Based Learning Algorithms for Plant Leaf Diseases

J Ghorpade-Aher, P Ligade… - 2023 7th International …, 2023 - ieeexplore.ieee.org
In the lives of humans, agriculture is incredibly vital and is a backbone of every national
economy. Agriculture in India is crucial because of the nation's speedy population growth …