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

LSP Annabel, T Annapoorani… - … on communication and …, 2019 - ieeexplore.ieee.org
… However, disease prediction using classification … plant leaf diseases detection using
different classification algorithms are reviewed and compared. The classification of various plant

Performance of deep learning vs machine learning in plant leaf disease detection

R Sujatha, JM Chatterjee, NZ Jhanjhi… - Microprocessors and …, 2021 - Elsevier
… VGG-19) in terms of citrus plant disease detection. The disease classification accuracy (CA)
we … better than that of ML methods in case of disease detection as follows: RF-76.8% > SGD-…

Plant leaf disease detection and classification based on CNN with LVQ algorithm

M Sardogan, A Tuncer, Y Ozen - 2018 3rd international …, 2018 - ieeexplore.ieee.org
… In this paper, a tomato leaf diseases detection and classification method is presented based
on Convolutional Neural Network with Learning Vector Quantization algorithm. The dataset …

[PDF][PDF] Plant leaf disease detection and classification using image processing

YM Oo, NC Htun - International Journal of Research and Engineering, 2018 - academia.edu
… In this paper, the automated plant leaf disease detection system is performed by five
main steps: image acquisition, image preprocessing, segmentation, feature extraction and …

Plant leaf disease detection using image processing

R Kundu, U Chauhan… - 2022 2nd International …, 2022 - ieeexplore.ieee.org
… In this paper I have defined the techniques to detect the diseases in the leaf of the plant by
… “Detection of plant leaf Diseases using image segmentation and soft computing techniques." …

A review on: Various techniques of plant leaf disease detection

J Singh, H Kaur - … Conference on Inventive Systems and Control …, 2018 - ieeexplore.ieee.org
detection of plant leaf is major goal to cure this disease so in this paper the major issue in
brinjal plant … these techniques are further used to detect and for the recognize the leaf disease

Plant leaf disease detection and control: A survey

BM Joshi, H Bhavsar - Journal of Information and Optimization …, 2020 - Taylor & Francis
… the automatic identification of plant leaf diseases have been … CNNs to automatically identify
plant leaf diseases. We describe … of different types of the disease occur in plants, its causes, …

[HTML][HTML] Plant leaf disease detection using computer vision and machine learning algorithms

SS Harakannanavar, JM Rudagi… - Global Transitions …, 2022 - Elsevier
detect the leaf diseases in the tomato plant. In this investigation, the samples of tomato leaves
… an algorithm based on ML and IP tools to automatically detect leaf diseases is proposed. …

[PDF][PDF] An overview of the research on plant leaves disease detection using image processing techniques

KR Gavhale, U Gawande - Iosr journal of computer engineering …, 2014 - researchgate.net
… on the plant leaf disease detection based on the texture of the leaf. Leaf presents several …
part includes importance of leaf disease detection, plant leaves analysis, various types of …

Plant leaf disease detection using machine learning

AS Tulshan, N Raul - 2019 10th International Conference on …, 2019 - ieeexplore.ieee.org
… types of diseases which are found in plant leaf and also to study and analyze different techniques
for plant leaf disease detection … for plant leaf disease detection using machine learning. …