Recycle Waste Detection and Classification Model Using YOLO-V8 for Real-time Waste Management

QR Code

Recycle Waste Detection and Classification Model Using YOLO-V8 for Real-time Waste Management

The waste management organisations face significant challenges in effectively identifying and classifying waste materials. As of 2023, the world generates approximately 2.1 billion tonnes of municipal solid waste annually, with projections estimating this will increase to 3.8 billion tonnes by 2050....

Full description

Bibliographic Details
Published in:	6th IEEE International Conference on Artificial Intelligence in Engineering and Technology, IICAIET 2024
Main Author:	Rastari M.A.M.; Roslan R.; Hamzah R.; Ibrahim Teo N.H.; Shahbudin F.E.; Samah K.A.F.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-s2.0-85209667091&doi=10.1109%2fIICAIET62352.2024.10730703&partnerID=40&md5=e14baab400f89a7f185f232b35363be3

Similar Items

Comparing modified Yolo V5 and Faster Regional Convolutional Neural Network performance for Recycle Waste Classification
by: Hamzah R.; Ang L.; Roslan R.; Ibrahim Teo N.H.; Abdul Samad K.; Fariza Abu Samah K.A.
Published: (2024)

A Real-Time System for Monitoring Student Drowsiness in the Classroom Using the Deep Learning Model YOLOv8
by: Hamidi N.H.H.M.; Abidin N.A.Z.; Aminuddin R.; Sheng C.C.; Samah K.A.F.A.; Nasir S.D.N.M.
Published: (2024)

ISWMbot: Chatbot with an Intent Classification Model using Supervised Algorithm
by: Istihat N.N.; Ibrahim Teo N.H.; Roslan R.; Hamzah R.; Shahbudin F.E.; Sulaiman M.S.
Published: (2024)

A Recyclable Waste Image Recognition System with YOLOv8 for Children's Environmental Education
by: Zambri A.F.; Abdul-Rahman S.; Mohd Sabri N.; Mutalib S.
Published: (2024)

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)

Real-Time Crack Classification with Wall-Climbing Robot Using MobileNetV2
by: Mazni M.; Husain A.R.; Shapiai M.I.; Ibrahim I.S.; Zulkifli R.; Anggara D.W.
Published: (2024)

Real-time internet based attendance using face recognition system
by: Yusof Y.W.M.; Nasir M.A.M.; Othman K.A.; Suliman S.I.; Shahbudin S.; Mohamad R.
Published: (2018)

A Hybrid ResNet - MobileNet Deep Learning Model for Smart Bin Waste Classification
by: Azhar N.Z.B.; Teo N.H.I.; Hamzah R.B.; Roslan R.B.; Maskat R.
Published: (2024)

Real-Time Masked Facial Recognition with MobileNetV2 and Transfer Learning
by: Mustapha M.F.; Abdul Aziz N.A.S.; Ab Hamid S.H.; Mohamad N.M.
Published: (2024)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza L.S.; Putra Z.A.Y.; Zain M.I.; Trihutama F.Z.; Utama J.A.; Samah K.A.F.A.; Herdiwijaya D.; NQZ R.A.; Mumpuni E.S.; Priyatikanto R.
Published: (2024)

Waste Segregation through Recycle and Composting Activities in Urban and Suburban Areas
by: Kasmuri N.; Razak S.N.A.; Yaacob Z.; Miskon M.F.; Ramli N.H.; Zaini N.
Published: (2023)

Particleboard from agricultural biomass and recycled wood waste: a review
by: Lee S.H.; Lum W.C.; Boon J.G.; Kristak L.; Antov P.; Pedzik M.; Rogozinski T.; Taghiyari H.R.; Lubis M.A.R.; Fatriasari W.; Yadav S.M.; Chotikhun A.; Pizzi A.
Published: (2022)

Malaysian fibre internet service provider: a naïve Bayes classification Twitter sentiment analysis
by: Samah K.A.F.A.; Fahruddin M.N.; Hamzah R.; Riza L.S.; Ismail K.N.; Roslan R.; Aminuddin R.; Nasaruddin N.I.S.
Published: (2024)

Waste to Best: Chemical Recycling of Polyethylene Terephthalate (PET) for Generation of Useful Molecules
by: Radadiya R.; Shahabuddin S.; Gaur R.
Published: (2022)

Experimental Study Using Recycled Waste Tyre as Sustainable Clay Soil Stabilisation
by: Zain N.H.M.; Salim N.A.M.; Bahri I.S.S.; Yusof Z.M.
Published: (2022)

A multi-period model for reorganising urban household waste recycling networks
by: Zaharudin Z.A.; Brint A.; Genovese A.
Published: (2022)

Recycling waste cooking oil into soap: Knowledge transfer through community service learning
by: Azme S.N.K.; Yusoff N.S.I.M.; Chin L.Y.; Mohd Y.; Hamid R.D.; Jalil M.N.; Zaki H.M.; Saleh S.H.; Ahmat N.; Manan M.A.F.A.; Yury N.; Hum N.N.F.; Latif F.A.; Zain Z.M.
Published: (2023)

Development of inherent safety assessment index for e-waste recycling process: flammability parameter
by: Syaza Izyanni A.; Engku Syifa Hayani E.S.; Mardhati Z.A.; Muhammad Firdaus H.
Published: (2023)

A spatial interaction model for the representation of user access to household waste recycling centres
by: Zaharudin Z.A.; Brint A.; Genovese A.; Piccolo C.
Published: (2021)

Food waste reduction strategies in composting and recycling centers based on material flow analysis
by: Zahra S.C.; Anggrainy A.D.; Mohd-Zaki Z.; Bagastyo A.Y.
Published: (2024)

An Insight into Domestic Solid Waste Recycling Facilities and Urban Households' Behaviour in Shah Alam, Malaysia
by: Abdullah Y.A.; Rauf N.R.A.A.; Yakob H.; Othman R.N.R.; Marzukhi M.A.; Leh O.L.H.
Published: (2022)

YOLO Algorithm with Hybrid Attention Feature Pyramid Network for Solder Joint Defect Detection
by: Li A.; Hamzah R.; Khatijah Nor Abdul Rahim S.; Gao Y.
Published: (2024)

A Hybrid Real-Time Scheduling Mechanism Based on Multiprocessor for Real-Time Tasks in Weakly Hard Specification
by: Ismail H.; Jawawi D.N.A.; Ahmedy I.
Published: (2022)

Edge Computing for AI-Based Brain MRI Applications: A Critical Evaluation of Real-Time Classification and Segmentation
by: Memon, et al.
Published: (2024)

Edge Computing for AI-Based Brain MRI Applications: A Critical Evaluation of Real-Time Classification and Segmentation
by: Memon K.; Yahya N.; Yusoff M.Z.; Remli R.; Mustapha A.-W.M.M.; Hashim H.; Ali S.S.A.; Siddiqui S.
Published: (2024)

From No Box to Drop Box: A Narrative Study of Communicating E-waste Recycling on Social Media
by: Siswantini; Nathania L.; Puspokusumo R.A.A.W.; Rizuan A.R.
Published: (2023)

Aspect-Based Classification and Visualization of Twitter Sentiment Analysis Towards Online Food Delivery Services in Malaysia
by: Samah K.A.F.A.; Jailani N.S.; Hamzah R.; Aminuddin R.; Abidin N.A.Z.; Riza L.S.
Published: (2024)

Detecting Flood in Real-Time Weather Data Using Anomaly Detection Algorithm
by: Basheer M.Y.I.; Ali A.M.; Hamid N.H.A.; Osman R.; Nordin S.; Ariffin M.A.M.
Published: (2023)

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)

Big data in real time to detect anomalies
by: Abinaya N.; Kumar A.V.S.; Chaturvedi A.; Musirin I.B.; Rao M.; Kaur G.; Kaur S.; Saleh O.S.; Malladi R.; Arya N.
Published: (2024)

Physio-Mechanical Characterization of Recycled Polyethylene Terephthalate and Soda-Lime Glass Waste Composite for Roof Tile Application
by: Busari, et al.
Published: (2024)

Time series forecasting of solid waste generation in selected states in Malaysia
by: Nasir N.; Shariff S.S.R.; Januri S.S.; Zulkipli F.; Md Yasin Z.A.M.
Published: (2023)

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)

Uncovering Obstacles to Household Waste Recycling in Seremban, Malaysia through Decision-Making Trial and Evaluation Laboratory (DEMATEL) Analysis
by: Rodzi Z.M.; Hazri A.N.; Mohd Azri N.A.S.; Sharul Rhmdan N.D.F.; Zaharudin Z.A.; Uttunggadewa S.
Published: (2023)

Real-Time FPGA-Based Sound Source Localization
by: Jamaludin N.C.; Halim I.S.A.; Hassan S.L.M.; Abdullah W.F.H.
Published: (2024)

Real-Time Remote Monitoring with Data Acquisition System
by: Abidin A.F.Z.; Jusoh M.H.; James E.; Al Junid S.A.M.; Mohd Yassin A.I.
Published: (2015)

Comparison of MyRTKnet Performance with Various Real-Time Corrections Based on Different Time
by: Al-Attas S.H.M.; Latip A.S.A.; Din A.H.M.; Al-Attas S.I.
Published: (2023)

Real-time anomaly detection in sky quality meter data using probabilistic exponential weighted moving average
by: Riza, et al.
Published: (2024)