Disease detection of plant leaf using image processing and cnn with preventive measures

H Ajra, MK Nahar, L Sarkar… - … Emerging Technology in …, 2020 - ieeexplore.ieee.org
Agriculture is a very significant field for increasing population over the world to meet the
basic needs of food. Meanwhile, nutrition and the world economy depend on the growth of …

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 …

[HTML][HTML] Real-time plant health detection using deep convolutional neural networks

M Khalid, MS Sarfraz, U Iqbal, MU Aftab, G Niedbała… - Agriculture, 2023 - mdpi.com
In the twenty-first century, machine learning is a significant part of daily life for everyone.
Today, it is adopted in many different applications, such as object recognition, object …

Resnet-based approach for detection and classification of plant leaf diseases

V Kumar, H Arora, J Sisodia - 2020 international conference …, 2020 - ieeexplore.ieee.org
Crop disease is a serious concern for safety of food, but its fast detection still remains difficult
in different parts of the world because of the lack of proper infrastructure. Automatic …

Analyzing computational response and performance of deep convolution neural network for plant disease classification using plant leave dataset

L Kumar, DK Singh - 2021 10th IEEE International Conference …, 2021 - ieeexplore.ieee.org
Computer vision plays a vital role in the area of agriculture for various applications like
irrigation monitoring, animal monitoring in farm areas, plant classification, disease detection …

A novel method of plant leaf disease detection based on deep learning and convolutional neural network

X Guan - 2021 6th International conference on intelligent …, 2021 - ieeexplore.ieee.org
This study has developed a new plant disease detection approach by combining four CNN
models. The experiment used an open source database of 36258 images classified in 10 …

Recognition of plant diseases using convolutional neural network

G Madhulatha, O Ramadevi - … conference on I-SMAC (IoT in …, 2020 - ieeexplore.ieee.org
Plant diseases can cause a reduction in the agricultural product quality and production. This
is very vital to find out the plant diseases at an early stage for global health and wellbeing …

Artificial Intelligence Based Plant Disease Detection

V Rishiwal, R Chaudhry, M Yadav, KR Singh… - Towards the Integration …, 2023 - Springer
Plant disease is the key issue for the farmers, which leads to lesser income and minimal
outcome. Pest affected crop also results in small agricultural production of the country. The …

Plant disease detection using cnn and transfer learning

V Menon, V Ashwin, RK Deepa - … International Conference on …, 2021 - ieeexplore.ieee.org
The agricultural sector has served as the backbone of The Indian economy for centuries and
over the years this area has witnessed advances and growth. According to the current …

Plant disease detection using convolutional neural network

J Kolli, DM Vamsi… - 2021 IEEE Bombay Section …, 2021 - ieeexplore.ieee.org
The global rise in population has led to a shortage of raw materials and food supplies. The
agricultural sector has become the primary and most vital source to overcome this particular …