Deep learning techniques in tomato plant–a review

SM Saranya, RR Rajalaxmi, R Prabavathi… - Journal of Physics …, 2021 - iopscience.iop.org
… in tomato plant. We examine the areas of tomato plant research where deep learning is
applied, data preprocessing techniques applied, transfer learning and augmentation techniques …

Disease detection on the leaves of the tomato plants by using deep learning

H Durmuş, EO Güneş, M Kırcı - 2017 6th International …, 2017 - ieeexplore.ieee.org
… Abstract—The aim of this work is to detect diseases that occur on plants in tomato fields or
in … In this work, deep learning is used to detect diseases from the leaves of the tomato plants. …

A robust deep-learning-based detector for real-time tomato plant diseases and pests recognition

A Fuentes, S Yoon, SC Kim, DS Park - Sensors, 2017 - mdpi.com
… Our goal is to find the more suitable deep-learning architecture for our task. Therefore, we …
deep learning meta-architectures”. We combine each of these meta-architectures with “deep

[PDF][PDF] Detection of disease in tomato plant using Deep Learning Techniques

VA Natarajan, MM Babitha… - International Journal of …, 2020 - researchgate.net
… The aim of this work is to automate deep learning based tomato disease detection system
to identify four different disease categories which affects tomato crop. The figure 3 specifies …

Deep learning-based segmentation and classification of leaf images for detection of tomato plant disease

M Shoaib, T Hussain, B Shah, I Ullah… - Frontiers in plant …, 2022 - frontiersin.org
… a solution to detect tomato plant disease using a deep leaning-based system utilizing the
plant leaves image data. We utilized an architecture for deep learning based on a recently …

[PDF][PDF] Image-Based Automatic Diagnostic System for Tomato Plants Using Deep Learning.

S Khatoon, MM Hasan, A Asif, M Alshmari… - Computers, Materials & …, 2021 - academia.edu
… Inspired by the deep learning breakthrough in image recognition, this study aims to apply
state-of-the-art deep learning architecture to detect visual symptoms of tomato plants for the …

Automated image capturing system for deep learning-based tomato plant leaf disease detection and recognition

RG De Luna, EP Dadios… - TENCON 2018-2018 IEEE …, 2018 - ieeexplore.ieee.org
… has paved the way for camera-assisted disease diagnosis for tomato. This … in tomato plants.
A motor-controlled image capturing box was made to capture four sides of every tomato plant

Disorder detection in tomato plant using deep learning

S Khan, M Narvekar - … Technologies and Applications: Proceedings of 2nd …, 2020 - Springer
… need to have a system that could detect plant diseases in accurate and faster manner. This
… based on deep learning technique that automates the process of classifying tomato leaf …

Improving accuracy of tomato plant disease diagnosis based on deep learning with explicit control of hidden classes

A Fuentes, S Yoon, MH Lee, DS Park - Frontiers in plant science, 2021 - frontiersin.org
… We introduce some baseline approaches on deep learning for image classification and object
detection. Then, we review some techniques for plant disease recognition. Deep Learning

Tomato fruit detection and counting in greenhouses using deep learning

M Afonso, H Fonteijn, FS Fiorentin, D Lensink… - Frontiers in plant …, 2020 - frontiersin.org
deep learning instance detection using MaskRCNN was applied to the problem of detecting
tomato … Experimental results show that this approach works well for the detection of tomatoes