Tomato leaf disease detection using convolutional neural networks

P Tm, A Pranathi, K SaiAshritha… - 2018 eleventh …, 2018 - ieeexplore.ieee.org
… There are numerous types of tomato diseases that target the crop’s leaf at an alarming rate.
neural network model called LeNet to detect and identify diseases in tomato leaves. The …

ToLeD: Tomato leaf disease detection using convolution neural network

M Agarwal, A Singh, S Arjaria, A Sinha… - Procedia Computer …, 2020 - Elsevier
… It will thus help them cure the plant’s disease in timely … tomato leaves dataset from
plantvillage [8]. After downloading the dataset, we have developed a Convolution Neural Network

Optimizing pretrained convolutional neural networks for tomato leaf disease detection

I Ahmad, M Hamid, S Yousaf, ST Shah… - Complexity, 2020 - Wiley Online Library
… and identification of tomato leaf diseases using convolutional neural network (CNN) …
and use feature extraction and parameter-tuning to identify and classify tomato leaf diseases

Tomato leaf disease detection using convolution neural network

H Kibriya, R Rafique, W Ahmad… - … Bhurban Conference on …, 2021 - ieeexplore.ieee.org
Neural Network (CNN) based models ie GoogLeNet and VGG16 for tomato leaf disease
solution to the problem of tomato leaf disease detection using a deep learning approach. …

Design of efficient techniques for tomato leaf disease detection using genetic algorithm-based and deep neural networks

M Moussafir, H Chaibi, R Saadane, A Chehri… - Plant and Soil, 2022 - Springer
… , financial prediction, fraud detection, and Agriculture (Bedi … use of deep learning for
automatic plant disease recognition. … to address the issue of plant diseases detection. The main …

Deep Convolutional Neural Networks for image based tomato leaf disease detection

T Anandhakrishnan, SM Jaisakthi - Sustainable Chemistry and Pharmacy, 2022 - Elsevier
… the identification of tomato leaf diseases. In this paper we have proposed an automatic system
for leaf disease identification in tomato leaves using Deep Convolutional Neural Network (…

Tomato leaf disease detection using convolutional neural network with data augmentation

M Kaushik, P Prakash, R Ajay… - 2020 5th International …, 2020 - ieeexplore.ieee.org
… It is an activation function used for multiclass-classification since our system classifies five
different kinds of tomato leaves disease. Hence, it is used in a logistic regression model. The …

AlexNet convolutional neural network for disease detection and classification of tomato leaf

HC Chen, AM Widodo, A Wisnujati, M Rahaman… - Electronics, 2022 - mdpi.com
… of tomato plant leaf diseases used in this research. The dataset is obtained from Kaggle and
can be accessed through … By using the Google Collab IDE, the installation of the Kaggle API …

Early detection and classification of tomato leaf disease using high-performance deep neural network

NK Trivedi, V Gautam, A Anand, HM Aljahdali, SG Villar… - Sensors, 2021 - mdpi.com
neural networks, will allow the design of systems capable of early disease detection for tomato
plants. The … This research presents a deep convolutional neural network and an attention …

Tomato leaf disease detection and classification using convolution neural network

AS Paymode, SP Magar… - … Conference on Emerging …, 2021 - ieeexplore.ieee.org
… The detection of tomato leaf disease accurately, fast and reliable with the use of Convolution
Neural Network (… field for yield detection and automated harvesting[4]. A state-of-art in object …