Poaceae Family Leaf Disease Identification and Classification Applying Machine Learning

A Prasad, V Asha, B Saju, S Likhitha… - 2022 International …, 2022 - ieeexplore.ieee.org
Agriculture efficiency is something on which the economy profoundly depends on. Thus,
there is always a need to enhance the yield of crops. In agriculture, identification of the plant …

Plant Leaf Disease Detection using Machine Learning

K Prabavathy, M Bharath… - … on Applied Artificial …, 2023 - ieeexplore.ieee.org
Plant leaf disease detection is a critical task in modern agriculture to ensure better crop yield
and quality. This provides a unique strategy for detecting plant leaf disease using machine …

Leaf Disease Detection using Machine Learning Algorithms

GC Babu, S Mizbahuddin, TB Kumar… - … Conference on Edge …, 2023 - ieeexplore.ieee.org
Plant diseases are mostly affecting leaves. In most of the cases, manual disease
identification method fails to identify the disease correctly due to the similar symptoms of …

Detection of Plant Disease using Convolutional Neural Networks (CNN)

T Chaturya, Y Swathi, V Kumar… - … Computing and Data …, 2023 - ieeexplore.ieee.org
One of the key elements determining every nation's development is agricultural sector.
Approximately 65% of India's population depends on agriculture. The crops contract a …

A review on machine learning classification techniques for plant disease detection

U Shruthi, V Nagaveni… - 2019 5th International …, 2019 - ieeexplore.ieee.org
In India, Agriculture plays an essential role because of the rapid growth of population and
increased in demand for food. Therefore, it needs to increase in crop yield. One major effect …

A Systematic Review on Crop Leaf Disease Identification Using Machine Learning and Deep Learning Techniques

SK Shah, V Kumbhar, TP Singh - 2023 7th International …, 2023 - ieeexplore.ieee.org
World Population is increasing drastically and is expected to be around 12.3 billion in 2100.
With the increase in population, it becomes important to foster the basic needs of mankind …

Agrolife: Machine Learning Based Plant Disease Classification System

A Rai, I Sharma, R Mhaskar… - 2023 IEEE World …, 2023 - ieeexplore.ieee.org
Agriculture is very important in developing countries like India, but there are still serious
issues with food security. Plant diseases are the primary cause of squandered crops and …

Machine learning algorithm for leaf disease detection

PR Kshirsagar, DBV Jagannadham… - AIP Conference …, 2022 - pubs.aip.org
Identification and classification of plant diseases is a major field of study, as most people in
India depend on agriculture for their main source of income and food. This is one of the …

Leaf pathology detection in potato and pepper bell plant using convolutional neural networks

THH Aldhyani, H Alkahtani, RJ Eunice… - 2022 7th International …, 2022 - ieeexplore.ieee.org
Agriculture is the backbone of world's economy. This sector faces predominant issues in
recognizing crop infection, disease prediction, pest control, weed detection and yield …

A study on computer aided automatic leaf disease classification techniques

S Jamal, JE Judith - AIP Conference Proceedings, 2023 - pubs.aip.org
As a source of human energy, plants have been seen as highly significant. Multiple diseases
have the potential to drastically impair crop productivity and seriously jeopardize food …