Browsing by Subject "YOLO"
Now showing items 1-6 of 6
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Automated overtaking assistance system: a real-time approach using deep learning techniques
(Brac University, 2023-03)Road accidents are one of the major causes of fateful deaths in Bangladesh. In most cases it is caused by Overtaking on highways or on regular roads. In terms of overtaking the major task is to decide whether the overtaking ... -
A comparative study of object detection models for Real Time Application in Surveillance Systems
(Brac University, 2022-01)In this paper, we attempted to give an overview based on thorough research and test ing of the latest object detection methods with an aim to help developers to build a Real Time Responsive CCTV Camera Model. As we welcome ... -
A deep learning application for real-time debris detection: underwater environment
(Brac University, 2023-12)Recognizing the significance of accurately measuring and removing underwater waste is vital for safeguarding marine ecosystems and the environment. Measuring underwater waste is challenging due to factors like light ... -
Design and implementation of a blind stick integrated with sensors and audio assistance for visually impaired people
(Brac University, 2023-12)Visually impaired individuals find it more challenging to move independently because of their compromised vision. Moreover, it is necessary to navigate in a given setting, along with their ability to organize their ... -
Enhancing infrastructure detection using drone imagery: a comparative analysis using machine learning models with a custom Bangladesh-based dataset for improved urban planning
(Brac University, 2024-07)The growth of cities in different developing nations including Bangladesh is posing several challenges in the making of sustainable cities. Growth of infrastructure whilst maintaining the sustainability of urban sprawl ... -
Infrared thermography based defect analysis of photovoltaic modules using machine learning
(Brac University, 2020-10)Solar photovoltaic (PV) has gained much attention throughout the world for clean energy production. Faults in the PV modules cause the reduction of the amount of the electricity gain from the PV systems. Detecting faults ...
