Browsing by Subject "YOLOv8"

Now showing items 1-6 of 6

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

      Mahmud, Ishtiaque; Ritu, Sumaia Arefin; Mahmood, Zaki Zawad (Brac University, 2024-05)
      The advancement of autonomous vehicles requires a fast and effective object detection and segmentation system handling a wide range of road environments. The goal of this research is to improve autonomous navigation by ...

    • Automatic motor vehicle number plate recognition 

      Saha, Krishno; Ishrak, Parvez; Shovon, Jahid Hossian; Abir, Alinur Rahman (Brac University, 2024-01)
      The purpose of this initiative is to develop automatic motor vehicle number plate recognition (Bangla) using machine learning, identifying and taking out the numbers of license plates from photos. By using this system ...

    • Dark Channel Prior (DCP) based Bangla car plate detection and recognition in foggy weather 

      Nasim, Hamim Ibne; Printia, Fateha Jannat; Himel, Mahamudul Hasan; Rashid, Rubaba; Chowdhury, Iffat Jahan (Brac University, 2024-01)
      "The intention of autonomous license plate (LP) detection is to find an LP spot in a picture without any kind of human intervention. Automatic license plate detection (ALPD) techniques have been developed; however, the ...

    • Deep learning based crowd monitoring and person identification system 

      Haque, Mohammad Fahim; Sarkar, Dipto; Choudhury, Tawhid Al Muhaimin; Rafi, Samiul Hoque; Rahim, Md Shajidur (Brac University, 2023-09)
      In this paper, we propose a deep learning-based crowd monitoring and person identification system and a crowd-video dataset to address the challenges posed by the recent COVID-19 pandemic or future pandemics may occur, ...

    • Document template identification and data extraction using machine learning and deep learning approach 

      Roy, Kaushik; Islam, Md Fuad; Rimon, Md Minhazul Islam; Mobarak, Tasnim; Priota, Mysha Samiha (Brac University, 2024-01)
      As the world keeps progressing and we continue on our path to a technologically advanced tomorrow, the demand for quick data processing and organization is becoming more and more necessary. People now have access to ...

    • A smart avatar tutor for mimicking characters of Bangla sign language 

      Islam, Apu; Rahman, Somaya Al Sadia; Bhowmick, Pratick (Brac University, 2024-01)
      This paper presents an efficient novel approach to developing a smart avatar tutor for teaching Bangla Sign Language (BSL). The avatar is designed to mimic the numbers and alphabets used in BSL, providing an interactive ...