Plant disease detection using CNN

G Shrestha, M Das, N Dey - 2020 IEEE applied signal …, 2020 - ieeexplore.ieee.org
Agricultural productivity is a key component of Indian economy. Therefore the contribution of
food crops and cash crops is highly important for both the environment and human beings …

CNN based disease detection approach on potato leaves

MKR Asif, MA Rahman, MH Hena - 2020 3rd International …, 2020 - ieeexplore.ieee.org
Potatoes are a well-known vegetable to all of us. If the other countries are taken into
consideration, it can be easily concluded that potatoes are the number one vegetable all …

Detection of paddy crops diseases and early diagnosis using faster regional convolutional neural networks

K Anandhan, AS Singh - 2021 international conference on …, 2021 - ieeexplore.ieee.org
Nowadays the grain food demand is increasing due to population increase. Rice is one of
the essential foods for half of the world's population. In India most of the farmer struggled to …

Tomato leaf disease detection using deep learning techniques

S Ashok, G Kishore, V Rajesh… - 2020 5th …, 2020 - ieeexplore.ieee.org
Early Detection of Plant Leaf Detection is a major necessity in a growing agricultural
economy like India. Not only as an agricultural economy but also with a large amount of …

A polyhouse: plant monitoring and diseases detection using CNN

N Radha, R Swathika - 2021 International conference on …, 2021 - ieeexplore.ieee.org
Poly-house farming is broadly used way for farming in now days. Poly-house will provide the
required amount of water and fertilizers that result in high yields. The lack of air circulation …

Plant disease detection using image processing and machine learning

P Kulkarni, A Karwande, T Kolhe, S Kamble… - arXiv preprint arXiv …, 2021 - arxiv.org
One of the important and tedious task in agricultural practices is the detection of the disease
on crops. It requires huge time as well as skilled labor. This paper proposes a smart and …

Detection of plant disease by leaf image using convolutional neural network

SS Hari, M Sivakumar, P Renuga… - … conference on vision …, 2019 - ieeexplore.ieee.org
In this paper, a new architecture was proposed for the effective classification of plant
diseases. Generally, humans can identify the plants that are affected by certain diseases, but …

Plant leaf disease detection using machine learning

J Trivedi, Y Shamnani, R Gajjar - … , ET2ECN 2020, Surat, India, February 7 …, 2020 - Springer
In this paper, a Convolutional Neural Network (CNN) architecture for plant leaf disease
detection using techniques of Deep Learning is proposed. A CNN model is trained with the …

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 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 …