Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2023.

Bibliografische gegevens
Hoofdauteurs:	Sanjana, Jasia, Al Muhit, Abdullah, Zia, Asma
Andere auteurs:	Rhaman, Dr. Md. Khalilur
Formaat:	Thesis
Taal:	English
Gepubliceerd in:	Brac University 2024
Onderwerpen:	Primary dataset Data analysis Computer vision Object detection algorithm Machine learning YOLOv5. Signal detection.
Online toegang:	http://hdl.handle.net/10361/22061

Gelijkaardige items

Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch
door: Uddin, Md. Minhaz, et al.
Gepubliceerd in: (2023)

Advancing autonomous navigation: YOLO-based road obstacle detection and segmentation for Bangladeshi environments
door: Mahmud, Ishtiaque, et al.
Gepubliceerd in: (2024)

Fire and disaster detection with multimodal quadcopter By machine learning
door: Afrin, Anika, et al.
Gepubliceerd in: (2023)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
door: Mostafa, Tanzim, et al.
Gepubliceerd in: (2022)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
door: Moon, Nowrin Tasnim, et al.
Gepubliceerd in: (2023)

Cognitive load detection of vision impaired in the inward places using Bio-signal
door: Kabir, Raiyan, et al.
Gepubliceerd in: (2020)

Multimodal approach to human detection in unconstrained environments using YOLOV7 for conventional, infrared & thermal cameras
door: Rukaiya, Maymuna, et al.
Gepubliceerd in: (2023)

COVID-19 related fake news detection model
door: Shondhy, Sumaiya Islam, et al.
Gepubliceerd in: (2021)

Automated feedback test generation and functionality testing for UI development with self-guided recommendation
door: Hasan, Md.Tanvir, et al.
Gepubliceerd in: (2023)

Automatic motor vehicle number plate recognition
door: Saha, Krishno, et al.
Gepubliceerd in: (2024)

An ambient assisted living system for Alzheimer’s patients
door: Abedin, Minhajul, et al.
Gepubliceerd in: (2023)

Fault detection in waste water treatment plant using statistical analysis & machine learning
door: Haque, Md. Ezazul, et al.
Gepubliceerd in: (2019)

An efficient approach for recyclable waste detection and classification using image processing techniques
door: Chowdhury, Prabal Kumar, et al.
Gepubliceerd in: (2024)

Real-time obscene scene nudity detection and blurring in a video clip
door: Rizwana, Jesima, et al.
Gepubliceerd in: (2023)

Density based traffic control system for a four way intersection
door: Chowdhury, Faizul Bari, et al.
Gepubliceerd in: (2024)

Real-time crime detection using convolutional LSTM and YOLOv7
door: Sakiba, Cyrus, et al.
Gepubliceerd in: (2023)

Recognising license plate from image data using deep learning
door: Golder, Rupam, et al.
Gepubliceerd in: (2023)

An efficient facial expression recognition method using mean And standard deviation
door: Laboni, Pragna, et al.
Gepubliceerd in: (2017)

Towards devising an effective and reliable means of fish detection and classification through the exploration of various deep learning algorithms
door: Farhan, Rafid, et al.
Gepubliceerd in: (2024)

Smoke detection using deep Convolutional neural network
door: Niloy, Wahidul Hasan, et al.
Gepubliceerd in: (2021)

Analysis of deep learning models on low-light pest detection
door: Irtiza, Md. Samin, et al.
Gepubliceerd in: (2023)

Embedded real time blink detection system with heart rate sensing for driver fatigue monitoring
door: Habiba, Umme Saira, et al.
Gepubliceerd in: (2018)

Modeling and simulation of a gas detecting device for providing safety; and reducing the risk of accidents due to gas explosion or fire
door: Khan, Rafsan, et al.
Gepubliceerd in: (2022)

A comparative study of object detection models for Real Time Application in Surveillance Systems
door: Alam, Saimun, et al.
Gepubliceerd in: (2022)

Smoke detection using image processing
door: Sarker, Md. Kamrujjaman
Gepubliceerd in: (2018)

Automated intruder detection from image sequences using minimum volume sets
door: Ahmed, Tarem, et al.
Gepubliceerd in: (2016)

Performance analysis of intrusion detection systems using the PyCaret machine learning library on the UNSW-NB15 dataset
door: Abdullah, et al.
Gepubliceerd in: (2021)

Pest detection system using machine learning techniques
door: Prithvi, Protyusha Barua, et al.
Gepubliceerd in: (2022)

Tiny-ML based person identification in dynamic motion
door: Ahmed, Mirza Raiyan, et al.
Gepubliceerd in: (2024)

Analysis of surface plasmon resonance biosensors for protein detection
door: Faruque, Abdullah Al, et al.
Gepubliceerd in: (2017)

Intelligent parking system using machine learning
door: Abrar, Md. Ishtiak, et al.
Gepubliceerd in: (2023)

Design of Arduino based home automation systems incorporating identity detection
door: Islam, Md. Wasif, et al.
Gepubliceerd in: (2018)

Development of intelligent home security system
door: Islam, Sayedul, et al.
Gepubliceerd in: (2017)

An efficient approach of face detection and recognition from digital images for modern security and office hour attendance system
door: Anik, Md. Kamrul Islam
Gepubliceerd in: (2016)

Real time action recognition from video footage
door: Apon, Tasnim Sakib, et al.
Gepubliceerd in: (2021)

Anomaly detection In IoT using machine learning algorithms
door: Arko, Aritro Roy, et al.
Gepubliceerd in: (2019)

Fault detection and predictive maintenance in IoT-based building management system using machine learning
door: Sabuj, Khaja Sheikh Imran, et al.
Gepubliceerd in: (2022)

Eagle i-Bot: an eye-controlled system
door: Md Khalilur, Rhaman, et al.
Gepubliceerd in: (2016)

Design and development of disinfecting robot for academic institutions
door: Puspita, Afrin Hossain, et al.
Gepubliceerd in: (2024)

Detecting different stages of Alzheimer’s disease from MRI images using deep learning and computer vision techniques
door: Rahman, Fardin, et al.
Gepubliceerd in: (2024)