[PDF][PDF] Plant disease detection using machine learning

N Bhise, S Kathet, S Jaiswar… - … Research Journal of …, 2020 - academia.edu
The identification and detection of diseases of plants is one of the main points which
determine the loss of the yield of crop production and agriculture. The studies of plant …

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 …

Machine learning for plant leaf disease detection and classification–a review

LSP Annabel, T Annapoorani… - … on communication and …, 2019 - ieeexplore.ieee.org
Plants are considered to be important as they are the source of energy supply to mankind.
Plant diseases can affect the leaf any time between sowing and harvesting which leads to …

Implementation of convolutional neural network method for classification of diseases in tomato leaves

S Widiyanto, R Fitrianto… - 2019 Fourth International …, 2019 - ieeexplore.ieee.org
Diseases in plants are a problem that often occurs in agriculture. The disease can be
caused by pests or maintenance errors. This resulted in a decrease in agricultural …

Deep Learning Framework for Identification of Leaf Diseases in Native Plants of Tamil Nadu Geographical Region

K Kavitha, S Naveena - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Plant pathogens are a prominent cause of reduced yields, resulting in decreased crop
yields. Scientists are striving to develop a mechanism for identifying plant ailments in order …

Plant Leaf Disease Detection Using Machine Learning

M Rakhra, A Singh, G Chawla, J Rana… - … on Circuits, Power …, 2023 - ieeexplore.ieee.org
Due to our country's rapid population growth and rising food demand, the productivity of the
agricultural sector is crucial to the Indian economy. As a result, crop yield needs to increase …

Plant Leaves Disease Detection (Efficient Net)

JM Babu, V Jeyakrishnan - International Journal of Modern …, 2022 - journal.ijmdes.com
The Indian economy heavily depends on agricultural productivity. One of the reasons that
disease detection in plants is crucial is because disease in plants is common in the …

Detection Of Leaf Diseases in Pulses, Fruits and Vegetables

R Sowjanya, TL Prasanna, PA Khan… - 2022 8th …, 2022 - ieeexplore.ieee.org
Agriculture is critical to our economic well-being. A wide range of illnesses may have a
significant impact on the yield. Detection of plant diseases at an early stage is critical to …

Improved Plant Disease Detection Techniques using Convolutional Neural Networks: A Survey

D Kumari, HJ Bharath, J Srivastava… - … Journal of Research …, 2022 - journal.ijresm.com
Predicting and detection of plant disease has always been a very serious problem faced in
agricultural field. People with low financial backgrounds cannot bear the expenses of …

Plant disease prediction using deep learning and IoT

AK Gupta, K Gupta, J Jadhav… - … on Computing for …, 2019 - ieeexplore.ieee.org
Crop diseases are a major threat to food security, but due to lack of infrastructure this area
remains untouched. We are proposing a system based on IoT and Deep Learning. This …