Advancing autonomous navigation: YOLO-based road obstacle detection and segmentation for Bangladeshi environments

Advancing autonomous navigation: YOLO-based road obstacle detection and segmentation for Bangladeshi environments

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science, 2024.

Detaylı Bibliyografya
Asıl Yazarlar:	Mahmud, Ishtiaque, Ritu, Sumaia Arefin, Mahmood, Zaki Zawad
Diğer Yazarlar:	Chakrabarty, Amitabha
Materyal Türü:	Tez
Dil:	English
Baskı/Yayın Bilgisi:	Brac University 2024
Konular:	YOLOv8 YOLOv5 Automated vehicles YOLOv7 Obstacle detection Navigational intelligence Traffic safety > Bangladesh. Computer vision. Traffic engineering. Automotive engineering.
Online Erişim:	http://hdl.handle.net/10361/24349

Benzer Materyaller

Automatic motor vehicle number plate recognition
Yazar:: Saha, Krishno, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Recognising license plate from image data using deep learning
Yazar:: Golder, Rupam, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Real-time garments defects detection at the sewing phase to optimize waste cost using YOLOv7, YOLOv7x, YOLOv7-w6 and Pytorch
Yazar:: Uddin, Md. Minhaz, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Leveraging robust CNN architectures for real-time object recognition from conveyor belt
Yazar:: Moon, Nowrin Tasnim, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Fire and disaster detection with multimodal quadcopter By machine learning
Yazar:: Afrin, Anika, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck
Yazar:: Sanjana, Jasia, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Intelligent parking system using machine learning
Yazar:: Abrar, Md. Ishtiak, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Real-time crime detection using convolutional LSTM and YOLOv7
Yazar:: Sakiba, Cyrus, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

An efficient approach for recyclable waste detection and classification using image processing techniques
Yazar:: Chowdhury, Prabal Kumar, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Deep learning based crowd monitoring and person identification system
Yazar:: Haque, Mohammad Fahim, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

An ambient assisted living system for Alzheimer’s patients
Yazar:: Abedin, Minhajul, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A smart avatar tutor for mimicking characters of Bangla sign language
Yazar:: Islam, Apu, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Vibration and voice operated navigation system for visually impaired person
Yazar:: Mahmud, Nasif, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Covid-19 automatic indoor safety control through mask, temperature and distance monitoring
Yazar:: Nehal, Md. Ashfak Haider, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Assessment of road safety awareness and knowledge among drivers and community people: A baseline study
Yazar:: Kumar Saha, Polin, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

An assessment of road safety knowledge of drivers and community: An impact evaluation of the project intervention
Yazar:: Saha, Polin Kumar
Baskı/Yayın Bilgisi: (2022)

Real time traffic density measurement using computer vision and dynamic traffic control
Yazar:: Chowdhury, Md. Fahim, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Density based traffic control system for a four way intersection
Yazar:: Chowdhury, Faizul Bari, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

A comparative study of traffic detection using Google map (GPS) and IoV
Yazar:: Alam, Mohd. Touhedul, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

A machine learning approach to predicting and mitigating traffic congestion
Yazar:: Faisal, Abu Fatah Mohammed, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Automated feedback test generation and functionality testing for UI development with self-guided recommendation
Yazar:: Hasan, Md.Tanvir, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Real-time obscene scene nudity detection and blurring in a video clip
Yazar:: Rizwana, Jesima, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather
Yazar:: Nasim, Hamim Ibne, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Knowledge and behaviour assessment of drivers and community people towards road safety: A baseline study
Yazar:: Samadder, Mrinmoy, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Computer vision-based Bengali sign language to text generation
Yazar:: Tazalli, Tonjih, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Occluded object detection for autonomous vehicles employing YOLOv5, YOLOX and Faster R-CNN
Yazar:: Mostafa, Tanzim, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Content based image search in openstack swift
Yazar:: Ali Uday, Mir Rownak, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Impact of traffic variability on geographic accessibility to 24/7 emergency healthcare for the urban poor: A GIS study in Dhaka, Bangladesh
Yazar:: Ahmed, Shakil, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Supply chain of automotive industry in Bangladesh: feasibility and sustainability with BoP.
Yazar:: Uddin, Md. Rubaiat
Baskı/Yayın Bilgisi: (2024)

An intelligent road traffic management system
Yazar:: Alam, Tahmid Tanzi, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

A novel approach to forecast traffic congestion using CMTF and machine learning
Yazar:: Chowdhury, Md. Mohiuddin, ve diğerleri
Baskı/Yayın Bilgisi: (2018)

Impact of background utilization and background traffic on the foreground applications in a wide area network
Yazar:: Uddin, Zia, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Automatic waste classification using deep learning and computer vision techniques
Yazar:: Akash, MD., ve diğerleri
Baskı/Yayın Bilgisi: (2023)

An efficient algorithm for detecting traffic congestion and a framework for smart traffic control system
Yazar:: Karim, Dewan Tanzim ul, ve diğerleri
Baskı/Yayın Bilgisi: (2016)

Deep learning-based real-time pothole detection for avoiding road accident
Yazar:: Basher, Rafsan, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

An automated traffic signal management system
Yazar:: Chowdhury, Partha Narayan, ve diğerleri
Baskı/Yayın Bilgisi: (2017)

Reducing traffic congestion through ride sharing in Bangladesh: a case study of Dhaka City
Yazar:: Mollah, Md Lokman Hossain
Baskı/Yayın Bilgisi: (2021)

Four way effective traffic management system
Yazar:: Mehraj, Fahad Sharif, ve diğerleri
Baskı/Yayın Bilgisi: (2023)

Document template identification and data extraction using machine learning and deep learning approach
Yazar:: Roy, Kaushik, ve diğerleri
Baskı/Yayın Bilgisi: (2024)

Crowed source based traffic analysis using machine learning algorithm
Yazar:: Orthy, Marzia Khan, ve diğerleri
Baskı/Yayın Bilgisi: (2017)