Effects of Different Pre-Trained Deep Learning Algorithms
as Feature Extractor in Tomato Plant Health Classification

QR Code

Effects of Different Pre-Trained Deep Learning Algorithms as Feature Extractor in Tomato Plant Health Classification

This is a challenge to identify tomato plant diseases using naked eyes. In implementing an automation plantation system, a plant health classification system is necessary in monitoring the health of the plants. This study proposes a system that can classify tomato plant health into five categories o...

Full description

Bibliographic Details
Main Authors:	Hou Ming Chong, Hou Ming Chong, Xien Yin Yap, Xien Yin Yap, Kim Seng Chia, Kim Seng Chia
Format:	Article
Language:	English
Published:	- 2023
Subjects:	T Technology (General)
Online Access:	http://eprints.uthm.edu.my/9266/ http://eprints.uthm.edu.my/9266/1/J16084_6c08d828d34b1a281bdc492009add2c0.pdf

Similar Items

Effects of Different Pre-Trained Deep Learning Algorithms as Feature Extractor in Tomato Plant Health Classification
by: Hou Ming Chong, Hou Ming Chong, et al.
Published: (2023)

Calibration transfer in near infrared spectroscopic analysis using adaptive artificial neural network
by: Yap, Xien Yin
Published: (2021)

Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classiﬁcation
by: Islam, Md Shofiqul, et al.
Published: (2022)

Multimodal hybrid deep learning approach to detect tomato leaf disease using attention based dilated convolution feature extractor with logistic regression classification
by: Md Shofiqul, Islam, et al.
Published: (2022)

Autonomous tomato harvesting robotic system in greenhouses: deep learning classification
by: Ooi, Peng Toon, et al.
Published: (2019)

Isolation And Characterization Of Rubber-Degrading Bacteria From Aged Latex
by: Chia, Kim Hou
Published: (2013)

Pilot study of breast cancer classification using deep learning approach
by: Chong, Kim Yew
Published: (2020)

Deep learning for image classification
by: Koi, Chin Chong
Published: (2024)

Design and Performance Analysis of the Energy Extractor for the Solar Chimney Power Plant
by: Apparavoo, Pavitri
Published: (2022)

Effects of monoterpenes on glucose uptake and lipid metabolism in 3T3-L1 adipocytes / Tan Xien Cherh
by: Tan, Xien Cherh
Published: (2016)

Investigation on Rubber Isolator as Earthquake Resistance System for Single Storey Building in Seremban, Negeri Sembilan
by: Goh, Sue Xien
Published: (2015)

An Investigation Into The Behaviour Of Simply-Supported Bamboo-Geotextile Composite System
by: Saw, Jing Xien
Published: (2015)

A Study on Optimal Face Ratio for Recognition Using Part-based Feature Extractor
by: Neo, Han Foon, et al.
Published: (2007)

Plant disease detection using deep learning
by: Cheng, Jung Yin
Published: (2024)

Deep plant: A deep learning approach for plant classification / Lee Sue Han
by: Lee , Sue Han
Published: (2018)

The impact of pre-processing and feature selection on text classification
by: Suryanti, Awang, et al.
Published: (2020)

The diagnosis of diabetic retinopathy : An evaluation of different classiﬁers with the inception V3 model as a feature extractor
by: Farhan Nabil, Mohd Noor, et al.
Published: (2022)

The diagnosis of diabetic retinopathy : An evaluation of different classifiers with the inception V3 model as a feature extractor
by: Farhan Nabil, Mohd Noor, et al.
Published: (2022)

An investigation of deep learning for image processing applications
by: Hou, Xianxu
Published: (2018)

Study Of Oil Palm Growth Variation And Machine Learning Based Classification With Synthetic Aperture Radar Imagery
by: Toh, Chia Ming
Published: (2021)

Combining deep and handcrafted image features for MRI brain scan classification
by: Hasan, Ali M., et al.
Published: (2019)

Feature recognition and classification of shanxi cave dwellings based on deep learning
by: Jia, Zong, et al.
Published: (2023)

Pre-dispersive near-infrared light sensing in non-destructively classifying the brix of intact pineapples
by: Seng Chia, Kim, et al.
Published: (2020)

Wood defect detection and classification using deep learning / Yap Yi Ren
by: Yap, Yi Ren
Published: (2019)

Solvent extraction of oleoresins from vanilla plant (vanilla planifolia andrews) bu using soxhlet extractor
by: Mohd Amirul Hafiza, Che Adul Aziz
Published: (2006)

Automatic fish species classification in underwater videos: Exploiting pre-trained deep neural network models to compensate for limited labelled data
by: Siddiqui, S., et al.
Published: (2018)

Analysis of hot air heat extractor for vehicle cabin
by: Sasheendran, Kuppusamy
Published: (2008)

Transformation of isochorismate synthase in tomato plants
by: Sidi, Siti Nurul Ain Binti
Published: (2013)

The impact of exchange rate volatility on economic growth : a dynamic panel data analysis of Asian countries
by: Kong, Yin Hou
Published: (2004)

Development of a pc-based tank model real-time flood forecasting system
by: Cheok, Hou Seng
Published: (2005)

DEVELOPMENT OF STOCK MARKET PREDICTION MOBILE SYSTEM IN BLUE CHIP STOCKS FOR MALAYSIA SHARE MARKET USING DEEP LEARNING TECHNIQUE
by: Chong, Fong Kim, et al.
Published: (2020)

Pre-processing of input features using LPC and warping process
by: Sudirman, Rubita, et al.
Published: (2005)

Effect Of Pre-Treatment On The Bleachability Of Tropical Mixed Hardwood Kraft Pulps Towards Oxygen And Modified Oxygen Delignification
by: Chong, Yin Hui
Published: (2017)

由乔峰到萧峰——论萧峰对自我身份的追寻
by: Goh, Yie Xien, et al.
Published: (2017)

Relationship between parenting styles, assertiveness and attitudes towards seeking professional psychological help among university students
by: Tang, Lee Xien, et al.
Published: (2022)

Environmental citizenship among pre-service teachers in Malaysian teachers training colleges
by: Ho, Yuek Ming
Published: (2007)

Design and fabricate gas stove stand and extractor hood stand
by: Muhammad Fadhli, Othman
Published: (2012)

The extraction of fish oil from eel by using microwave extractor
by: Megat Ahmad Faiz, Abdul Aziz
Published: (2010)

Design and development of a shortwave near infrared spectroscopy using NIR LEDs and regression model
by: Kim, Seng Chia, et al.
Published: (2017)

Navigating an auto guided vehicle using rotary encoders and proportional controller
by: Lee, Sung How, et al.
Published: (2017)