[HTML][HTML] Detection and classification of tomato crop disease using convolutional neural network

G Sakkarvarthi, GW Sathianesan, VS Murugan… - Electronics, 2022 - mdpi.com
Deep learning is a cutting-edge image processing method that is still relatively new but
produces reliable results. Leaf disease detection and categorization employ a variety of …

Recent advances in automatic feature detection and classification of fruits including with a special emphasis on Watermelon (Citrillus lanatus): A review

D Caceres-Hernandez, R Gutierrez, K Kung… - Neurocomputing, 2023 - Elsevier
This document provides an overview of advances in the task of automatic feature detection
and classification of fruits, with and special interest in watermelon (Citrillus lanatus). The …

EffiMob-Net: A deep learning-based hybrid model for detection and identification of tomato diseases using leaf images

Z Ullah, N Alsubaie, M Jamjoom, SH Alajmani… - Agriculture, 2023 - mdpi.com
As tomatoes are the most consumed vegetable in the world, production should be increased
to fulfill the vast demand for this vegetable. Global warming, climate changes, and other …

Smart farming for detection and identification of tomato plant diseases using light weight deep neural network

N Aishwarya, NG Praveena, S Priyanka… - Multimedia Tools and …, 2023 - Springer
Tomato occupies a protuberant place in every kitchen in various forms and this is one of the
finest crops cultivated worldwide. However, the production of tomato crops is adversely …

Deep learning-based multiscale CNN-based U network model for leaf disease diagnosis and segmentation of lesions in tomato

K Perveen, S Debnath, B Pandey, SP Chand… - … and Molecular Plant …, 2023 - Elsevier
Background The advent of deep learning technologies has expanded the utilization of
convolutional neural networks in diagnosing and segmenting plant leaf diseases. However …

Tomato plant leaf diseases detection and classification using an advanced self-developed CNN model

S Samal, V Verma - Multimedia Tools and Applications, 2024 - Springer
Better disease detection and classification for tomato leaves at early sage provide finest
productivity results. It is a natural occurrence for tomato plants to get sick, and if the …

Detection of grape leaf disease using transfer learning methods: Vgg16 & vgg19

SAPN Kavala, R Pothuraju - 2022 6th International Conference …, 2022 - ieeexplore.ieee.org
Grapes are the most consumed fruit all around the world. For the healthy development of the
grapefruit industry, it is calumniatory to control the escalation of grape leaf contamination in …

Automatic crop disease recognition by improved abnormality segmentation along with heuristic-based concatenated deep learning model

NA Farooqui, AK Mishra… - Intelligent Decision …, 2022 - journals.sagepub.com
Plant diseases detection based on machine learning and computer vision can produce a
significant effect on the quality and production of crops. Any changes that occur in crop …

Plant leaf disease prediction and classification using deep learning

M Belmir, W Difallah, A Ghazli - 2023 International Conference …, 2023 - ieeexplore.ieee.org
One of the primary causes of decreased agricultural production in terms of both quality and
quantity is the prevalence of plant diseases. Plant diseases continuously emerge on plant …

Disease detection in tomato plants using CNN

KS Rekha, HD Phaneendra… - 2022 IEEE 3rd …, 2022 - ieeexplore.ieee.org
Tomato is one of the highest yield cash crops in the World and is produced in large quantity
to fulfil the huge market demand. In India tomato season prevails throughout the year and …