[PDF][PDF] Detection and Classification of Plant leaf Disease Using Convolutional Neural Network on Plant Village Dataset

VA Majji, G Kumaravelan - … Journal of Innovative Research in Applied …, 2021 - ijirase.com
In the area of the image classification, the most recent generation of convolution neural
networks (CNNs) produced extraordinary results. This paper explores a new approach to …

Artificial Intelligence Based Plant Disease Detection

V Rishiwal, R Chaudhry, M Yadav, KR Singh… - Towards the Integration …, 2023 - Springer
Plant disease is the key issue for the farmers, which leads to lesser income and minimal
outcome. Pest affected crop also results in small agricultural production of the country. The …

Plant leaf disease detection using machine learning

J Trivedi, Y Shamnani, R Gajjar - … , ET2ECN 2020, Surat, India, February 7 …, 2020 - Springer
In this paper, a Convolutional Neural Network (CNN) architecture for plant leaf disease
detection using techniques of Deep Learning is proposed. A CNN model is trained with the …

Automatic detection of leaf disease using CNN algorithm

S Nandhini, R Suganya, K Nandhana, S Varsha… - Machine Learning for …, 2021 - Springer
In Indian market, the highest commercial staple is tomato crop. The production of apples
constituted 2.40% of the total fruits produced in India, and Maize is one of the highest …

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 …

Classification of Plant Leaf Disease Using Deep Learning

K Indira, H Mallika - Journal of The Institution of Engineers (India): Series B, 2024 - Springer
Agriculture is critical in human existence. Practically, 60% of the population is occupied with
some sort of farming, either straight forwardly or in a roundabout way. The important factor …

Leaf Disease Detection by Using Convolutional Pretrained Model

S Aravindhan, MR Tamjis - International Journal of …, 2022 - search.proquest.com
Although agriculture plays an important role in developing countries such as India, food
security remains a major concern. Due to a shortage of storage space, transportation, and …

A Review on Various Plant Disease Detection Using Image Processing

D Tandekar, S Dongre - 2023 3rd International Conference on …, 2023 - ieeexplore.ieee.org
More than 50% of Indians are employed in agriculture. And any disruption in this sector
affects a large part of the population. Some of these disturbances are climate change …

Tomato Leaf Disease Detection and Classification with Severity Estimation using Convolutional Neural Networks.

K ST - Grenze International Journal of Engineering & …, 2021 - search.ebscohost.com
Agriculture is undoubtedly the backbone of our nation. India is the second-largest producer
of agricultural products globally. There are plenty of problems that a farmer faces in their …

[PDF][PDF] Image based Plant leaf disease detection using Deep learning

S Poornam, AFS Devaraj - Inernational journal of …, 2021 - pdfs.semanticscholar.org
Agriculture is important for India. Every year growing variety of crops is at loss due to
inefficiency in shipping, cultivation, pest infestation in crop and storage of government …