Development of Mobile Application for Plant Disease Recognition using Convolutional Neural Network Method

NM Diah, MLM Jahim, NAM Roslan… - 2021 6th IEEE …, 2021 - ieeexplore.ieee.org
Efficient growth and improved plant yields are needed to increase profits and the economy
of farmers. Plant diseases result in crop losses every year, resulting in significant losses to …

Deep learning for assessing unhealthy lettuce hydroponic using convolutional neural network based on faster R-CNN with Inception V2

IY Pratama, A Wahab… - 2020 Fifth international …, 2020 - ieeexplore.ieee.org
The hydroponic system is a development of traditional farming that substitute soil as a
medium plant due to land limitation. Lettuce is the most popular hydroponic vegetable …

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 disease detection using web application by neural network

K Mridha, A Ranpariya, S Kumbhani… - 2021 IEEE 6th …, 2021 - ieeexplore.ieee.org
The fundamental necessity for each country is agricultural products. This affects agricultural
productivity in the country and its financial opportunities if plants are afflicted with illnesses …

Prediction of Plant Growth Through Nutrient Uptake in the Hydroponics System Using Machine Learning Approach

MD Tambakhe, VS Gulhane - Proceedings of International Conference on …, 2022 - Springer
Agriculture has a significant impact on the nation's economy. Hydroponic gardening is
getting more popular as modern agriculture, which allows plants to be grown without ground …

Plant Disease Severity Detection and Fertilizer Recommendation using Deep Learning Techniques

B Sudhir, DC Teja, K Sai, P Sridhar… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
In India, the agriculture industry plays a significant role in the economy and employs a
sizable section of the workforce. The demand for food is increasing and analysis of …

Plant diseases recognition using machine learning

MR Ullah, NA Dola, A Sattar… - 2019 8th International …, 2019 - ieeexplore.ieee.org
The way a doctor can predict what kind of diseases a patient is suffering from, similarly, the
fastest stratagem of predicting plant diseases is to analyze leaf's physiognomy changes and …

[PDF][PDF] Computer vision-based plant leaf disease recognition using deep learning

N Sultana, T Rahman, N Parven… - International Journal of …, 2020 - academia.edu
Computer vision-based applications play a vital role in the era of computer science and
engineering. Now-a-days peoples are facing different problems in agricultural fields to …

Classification and Health Prediction in Plants Using Deep Convolutional Neural Networks

NK Jha, PK Shukla - … on Innovative Practices in Technology and …, 2023 - ieeexplore.ieee.org
Plants are one of the core components of human life and its surrounding environment.
Various diseases not only diminish the ecological relevance of plants and the products they …

Plant Health Analyzer Using Convolutional Neural Networks

M Bhavani, KP Peeyush, R Jayabarathi - Proceedings of Fourth …, 2023 - Springer
Plant diseases could lead to huge production loss for the cultivators. These diseases are
typically in the form of visible symptoms like color changes on the surface of the leaves …