Recognition of plant diseases by leaf image classification using deep learning approach

SY Goy, YF Chong, TKK Teoh, CC Lim… - AIP Conference …, 2023 - pubs.aip.org
Plant health is important in maintaining the sustainability of the foods crop. The key to
prevent the loss of yield of plant crops is the identification of plant diseases. The process of …

A comparison of deep learning algorithms for plant disease classification

V Vimal Adit, CV Rubesh, S Sanjay Bharathi… - Advances in cybernetics …, 2020 - Springer
Abstract The Plant Disease is a major threat to Farmers, but faster identification remains a
difficult task due to lack of incorporating latest technologies. The classification of plant …

Leaf Image Classification of Plant Diseases Using Deep Learning

K Shriya, CS Bindu, ES Kumar - Data Intelligence and Cognitive …, 2022 - Springer
Agricultural production is mainly affected by natural and anthropogenic factors. Insects and
pests are some of the most threatening factors that can affect crop yield. Identification of …

[PDF][PDF] A Deep Learning-Based Approach in Classification and Validation of Tomato Leaf Disease.

SA Wagle - Traitement du signal, 2021 - researchgate.net
Accepted: 25 May 2021 Deep learning models are playing a vital role in classification goals
that can have propitious results. In the past few years, many models are being used for this …

Deep learning-based mobile application for plant disease diagnosis: A proof of concept with a case study on tomato plant

S Verma, A Chug, AP Singh, S Sharma… - Applications of image …, 2019 - igi-global.com
With the increasing computational power, areas such as machine learning, image
processing, deep learning, etc. have been extensively applied in agriculture. This chapter …

Deep Learning-Based Mobile Application for Plant Disease Diagnosis: A Proof of Concept With

S Singh, ACS Sharma, P Rajvanshi - Applications of Image …, 2019 - books.google.com
With the increasing computational power, areas such as machine learning, image
processing, deep learning, etc. have been extensively applied in agriculture. This chapter …

Detection and Classification of Fruit Tree Leaf Disease Using Deep Learning

C Nalini, N Kayalvizhi, V Keerthana, R Balaji - Proceedings of Third …, 2022 - Springer
Plant disease identification is extremely important in agriculture since it is critical for boosting
crop output. Visual plant disease analysis is a modern technique to handle this problem …

Plant disease detection by leaf image classification using convolutional neural network

P Bharali, C Bhuyan, A Boruah - International conference on information …, 2019 - Springer
Plants are the source of food Plants are the source of food on the planet. Infections and
diseases in plants are therefore a serious threat, while the most common diagnosis is …

Classification of plant leaf diseases using deep neural networks in color and grayscale images

BH Phong - Journal of Decision Analytics and Intelligent Computing, 2024 - jdaic-journal.org
For a long time, plants have shown a crucial role in our life, manufacturing and industry.
However, a large number of diseases have significantly affected to the production of plants …

Deep convolutional neural network approach for tomato leaf disease classification

S Lingwal, KK Bhatia, M Singh - … and Data Sciences: Select Proceedings of …, 2023 - Springer
Plant disease detection and classification are required to identify the early symptoms of
disease in plants and crops to avoid their mitigation to entire croplands. Deep learning is …