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.

Dades bibliogràfiques
Autors principals:	Sanjana, Jasia, Al Muhit, Abdullah, Zia, Asma
Altres autors:	Rhaman, Dr. Md. Khalilur
Format:	Thesis
Idioma:	English
Publicat:	Brac University 2024
Matèries:	Primary dataset Data analysis Computer vision Object detection algorithm Machine learning YOLOv5. Signal detection.
Accés en línia:	http://hdl.handle.net/10361/22061

Ítems similars

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

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

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

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

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

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

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

COVID-19 related fake news detection model
per: Shondhy, Sumaiya Islam, et al.
Publicat: (2021)

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

Automatic motor vehicle number plate recognition
per: Saha, Krishno, et al.
Publicat: (2024)

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

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

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

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

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

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

Recognising license plate from image data using deep learning
per: Golder, Rupam, et al.
Publicat: (2023)

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

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

Smoke detection using deep Convolutional neural network
per: Niloy, Wahidul Hasan, et al.
Publicat: (2021)

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

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

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

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

Smoke detection using image processing
per: Sarker, Md. Kamrujjaman
Publicat: (2018)

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

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

Pest detection system using machine learning techniques
per: Prithvi, Protyusha Barua, et al.
Publicat: (2022)

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

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

Intelligent parking system using machine learning
per: Abrar, Md. Ishtiak, et al.
Publicat: (2023)

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

Development of intelligent home security system
per: Islam, Sayedul, et al.
Publicat: (2017)

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

Real time action recognition from video footage
per: Apon, Tasnim Sakib, et al.
Publicat: (2021)

Anomaly detection In IoT using machine learning algorithms
per: Arko, Aritro Roy, et al.
Publicat: (2019)

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

Eagle i-Bot: an eye-controlled system
per: Md Khalilur, Rhaman, et al.
Publicat: (2016)

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

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