Comparing modified Yolo V5 and Faster Regional Convolutional Neural Network performance for Recycle Waste Classification

QR Code

Comparing modified Yolo V5 and Faster Regional Convolutional Neural Network performance for Recycle Waste Classification

Waste management research is becoming well-established all over the world. However, there are still improvements needed for developing countries in increasing the effectiveness of waste management. Effective waste management for developing countries is needed to reduce the environmental issues, whic...

Full description

Bibliographic Details
Published in:	2024 IEEE International Conference on Automatic Control and Intelligent Systems, I2CACIS 2024 - Proceedings
Main Author:	Hamzah R.; Ang L.; Roslan R.; Ibrahim Teo N.H.; Abdul Samad K.; Fariza Abu Samah K.A.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203848725&doi=10.1109%2fI2CACIS61270.2024.10649835&partnerID=40&md5=97e7e101570105c0056568f670651667

Similar Items

Recycle Waste Detection and Classification Model Using YOLO-V8 for Real-time Waste Management
by: Rastari M.A.M.; Roslan R.; Hamzah R.; Ibrahim Teo N.H.; Shahbudin F.E.; Samah K.A.F.A.
Published: (2024)

Detection of Micro-defects on Metal Screw Surfaces Based on Faster Region-Based Convolutional Neural Network
by: Patar M.N.A.A.; Ayub M.A.; Zainal N.A.; Rosly M.A.; Lee H.; Hanafusa A.
Published: (2022)

CSSD-YOLO: A Modified YOLOv5 Method for Solder Joint Defect Detection
by: Ang L.; Hamzah R.; Rahim S.K.N.A.; Yousheng G.; Samah K.A.F.A.
Published: (2023)

Convolutional Neural Network Object Detection Algorithm for Identifying Species of Panthera
by: Akmal Yazid M.N.; Zainal Abidin N.A.; Aminuddin R.; Mohamed Ibrahim A.Z.; Ibrahim Teo N.H.; Nabilah Mohd Nasir S.D.; Hamzah R.; Fariza Abu Samah K.A.
Published: (2023)

Fast region convolutional neural network lane and road defect detection for autonomous vehicle application
by: Zulkifli N.; Laili M.A.I.; Saadon S.N.M.; Ahmad A.; Zabidi A.; Yassin I.M.; Zaman F.H.K.; Ali M.S.A.M.; Taib M.N.
Published: (2019)

Fruit Detection and Recognition Using Faster R-CNN with FPN30 Pre-trained Network
by: Roslan M.I.; Ibrahim Z.; Adnan N.A.K.; Diah N.M.; Narawi N.A.A.; Arif Y.M.
Published: (2023)

Hardhat-YOLO: A YOLOv5-based Lightweight Hardhat-Wearing Detection Algorithm in Substation Sites
by: Luo W.; Yassin A.I.M.; Shariff K.K.M.; Raju R.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri K.N.; Yazid F.; Mohd Zain M.N.; Md Yusof Z.; Abdul Rani R.; Zoolfakar A.S.
Published: (2024)

Artificial neural network and convolutional neural network for prediction of dental caries
by: Basri, et al.
Published: (2024)

Microcalcification Detection for Digital Breast Tomosynthesis Images Using Faster-RCNN
by: Harron N.A.; Sulaiman S.N.; Nizam M.A.I.M.; Karim N.K.A.; Ani A.I.C.; Saifudin S.A.
Published: (2024)

Sales Forecasting Using Convolution Neural Network
by: Amir W.K.H.W.K.; Soom A.B.M.; Jasin A.M.; Ismail J.; Asmat A.; Rahman R.A.
Published: (2023)

Impact resistance of nano-modified recycled aggregates concrete
by: Allujami H.M.; Abdulkareem M.; Jassam T.M.; Al-Mansob R.A.; Ibrahim A.
Published: (2024)

Investigation of RGB to HSI Conversion Methods for Early Plant Disease Detection Using Hierarchical Synthesis Convolutional Neural Networks
by: Hamzah R.; Abu Samah K.A.F.; Abdullah M.F.; Nordin S.
Published: (2022)

Automatic plant recognition using convolutional neural network on Malaysian medicinal herbs: the value of data augmentation
by: Roslan N.A.M.; Diah N.M.; Ibrahim Z.; Munarko Y.; Minarno A.E.
Published: (2023)

Skin Cancer Prediction Using Convolutional Neural Network
by: Bin Ahmad Jawahil Bokori S.A.; Mitani Y.
Published: (2024)

Plant Leaf Classification Using Convolutional Neural Network
by: Othman N.A.; Damanhuri N.S.; Ali N.M.; Chiew Meng B.C.; Abd Samat A.A.
Published: (2022)

Convolutional neural network for solid waste segregation and management
by: Ong T.C.; Yong M.G.O.; Manap N.A.; Abdullah F.; Ong T.S.
Published: (2020)

Two-Stage Object Detection for Autonomous Mobile Robot Using Faster R-CNN
by: Abdul-Khalil S.; Abdul-Rahman S.; Mutalib S.
Published: (2024)

Two-Stage Object Detection for Autonomous Mobile Robot Using Faster R-CNN
by: Abdul-Khalil, et al.
Published: (2024)

Ocular Disease Recognition System Using Convolutional Neural Network
by: Fauzi N.I.; Ismail H.; Ahmedy I.
Published: (2024)

Classification of Diabetic Retinopathy Disease Using Convolutional Neural Network
by: Minarno A.E.; Mandiri M.H.C.; Azhar Y.; Bimantoro F.; Nugroho H.A.; Ibrahim Z.
Published: (2022)

Motorcycle detection using deep learning convolution neural network
by: Ismail F.N.; Yassin I.M.; Ahmad A.; Ali M.S.A.M.; Baharom R.
Published: (2020)

Deep convolution neural network for crack detection on asphalt pavement
by: Yusof N.A.M.; Ibrahim A.; Noor M.H.M.; Tahir N.M.; Yusof N.M.; Abidin N.Z.; Osman M.K.
Published: (2019)

Age group classification using Convolutional Neural Network (CNN)
by: Mustapha M.F.; Mohamad N.M.; Osman G.; Hamid S.H.A.
Published: (2021)

Herbal plant recognition using deep convolutional neural network
by: Zin I.A.M.; Ibrahim Z.; Isa D.; Aliman S.; Sabri N.; Mangshor N.N.A.
Published: (2020)

A Lightweight Convolutional Neural Network for Rice Diseases Classification
by: Ismail M.A.; Rashid M.R.; Ahmad K.A.; Setumin S.; Bakar S.J.A.; Ani A.I.C.
Published: (2024)

YOLO and residual network for colorectal cancer cell detection and counting
by: Haq, et al.
Published: (2024)

Acne Type Recognition for Mobile-Based Application Using YOLO
by: Isa N.A.M.; Mangshor N.N.A.
Published: (2021)

YOLO and residual network for colorectal cancer cell detection and counting
by: Haq I.; Mazhar T.; Asif R.N.; Ghadi Y.Y.; Ullah N.; Khan M.A.; Al-Rasheed A.
Published: (2024)

Butterfly family detection and identification using convolutional neural network for lepidopterology
by: Bakri B.A.; Ahmad Z.; Hatim S.M.
Published: (2019)

Convolution Neural Network Performance in Recognising EEG Signals of Dyslexic Children
by: Mansor W.; Ahmad Zainuddin A.Z.; Mohd Hanafi M.F.
Published: (2022)

Classification of Malocclusion using Convolutional Neural Network and Knowledge-Based Systems
by: Sabri F.A.N.M.; Ali A.M.; Rahman A.N.A.A.; Adnan M.A.M.Z.; Salam A.S.A.; Amirah Che D.N.
Published: (2023)

Detection of Crack on Asphalt Pavement using Deep Convolutional Neural Network
by: Ahmad Faudzi M.J.A.; Osman M.K.; Muhamed Yusof N.A.; Ahmad K.A.; Ahmad F.; Idris M.; Raof R.A.A.; Nor Hazlyna H.
Published: (2021)

Evaluation of basic convolutional neural network and bag of features for leaf recognition
by: Sahidan N.F.; Juha A.K.; Ibrahim Z.
Published: (2019)

Object Detection for Autonomous Vehicles with Sensor-based Technology Using YOLO
by: Dazlee N.M.A.A.; Khalil S.A.; Abdul-Rahman S.; Mutalib S.
Published: (2022)

Earth Observation Mission of a 6U CubeSat with a 5-Meter Resolution for Wildfire Image Classification Using Convolution Neural Network Approach
by: Azami M.H.B.; Orger N.C.; Schulz V.H.; Oshiro T.; Cho M.
Published: (2022)

EfficientNet based Convolutional Neural Network for Visual Plant Disease Detection
by: Kumar D.; Ishak M.K.; Maruzuki M.I.F.
Published: (2022)

Performance evaluation for vision-based vehicle classification using Convolutional Neural Network
by: Safiyah R.D.; Rahim Z.A.; Syafiq S.; Ibrahim Z.; Sabri N.
Published: (2018)

Learning Face Similarities for Face Verification using Hybrid Convolutional Neural Networks
by: Kamaru Zaman F.H.; Johari J.; Yassin A.I.M.
Published: (2019)

Leaf Based Plant Species Classification Using Deep Convolutional Neural Network
by: Minarno A.E.; Ibrahim Z.; Nur A.; Hasanuddin M.Y.; Diah N.M.; Munarko Y.
Published: (2022)