CNN based leaf disease identification and remedy recommendation system

V Suma, RA Shetty, RF Tated… - 2019 3rd International …, 2019 - ieeexplore.ieee.org
Agriculture is one field which has a high impact on life and economic status of human
beings. Improper management leads to loss in agricultural products. Farmers lack the …

The plant disease detection using CNN and deep learning techniques merged with the concepts of machine learning

N Sajitha, S Nema, KR Bhavya… - 2022 2nd …, 2022 - ieeexplore.ieee.org
Plant diseases when not treated properly can pose a potential threat to food security. Thus,
rapid detection of crop disease is essential to treat the disease early. Traditionally, leaves …

Automated Classification of rice leaf disease using Deep Learning Approach

N Cherukuri, GR Kumar, O Gandhi… - 2021 5th …, 2021 - ieeexplore.ieee.org
Day by Day, the population keeps on increasing across the world. In the upcoming years
providing food for people around the globe is the major challenge. Among all crops, Rice is …

A review on machine learning classification techniques for plant disease detection

U Shruthi, V Nagaveni… - 2019 5th International …, 2019 - ieeexplore.ieee.org
In India, Agriculture plays an essential role because of the rapid growth of population and
increased in demand for food. Therefore, it needs to increase in crop yield. One major effect …

Plant leaf diseases detection and classification using image processing and deep learning techniques

MA Jasim, JM Al-Tuwaijari - 2020 International Conference on …, 2020 - ieeexplore.ieee.org
Agricultural products are the primary need for every country. If plants are infected by
diseases, this impacts the country's agricultural production and its economic resources. This …

Plant disease detection and classification using cnn model with optimized activation function

SY Yadhav, T Senthilkumar, S Jayanthy… - … on electronics and …, 2020 - ieeexplore.ieee.org
This paper deals with the optimized real time detection of diseases that affect the plant and
the area affected using Convolutional Neural Networks (CNN) algorithms so that appropriate …

[PDF][PDF] Plant disease detection using CNN model and image processing

MT Islam - Int. J. Eng. Res. Technol, 2020 - researchgate.net
The rate of plants and crops cultivation rates growing rapidly with the increment of human
and animal demands all over the world. The agricultural science invented lots of authentic …

Classification and identification of tomato leaf disease using deep neural network

A Batool, SB Hyder, A Rahim, N Waheed… - … on Engineering and …, 2020 - ieeexplore.ieee.org
Agricultural productivity is something on which the economy highly depends. In addition to
this, plant diseases and pests are a major problem in the agricultural sector. Their detection …

Plant disease detection using image processing with machine learning

A Kiran, SKL Naik, MS Raj… - 2023 4th International …, 2023 - ieeexplore.ieee.org
Crop diseases pose a severe challenge to food security, yet in many parts of the world it is
still challenging to promptly diagnose them owing to a lack of necessary infrastructure …

Tomato leaf disease detection using convolution neural network

H Kibriya, R Rafique, W Ahmad… - … Bhurban Conference on …, 2021 - ieeexplore.ieee.org
The quality and quantity of the crop are significantly affected by numerous diseases in
plants. In this regard, an early detection of such diseases is highly effective. Tomato is one of …