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Automated overtaking assistance system: a real-time approach using deep learning techniques

Moonjarin, Musarrat; Charu, Krity Haque; Nafis, Kh. Fardin Zubair; Sawly, Suraya Jahan (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 ...

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 ...

Utilizing deep learning architectures for early detection of lung diseases in chest X-ray images

Ahmed, Sarder Tanvir; Mahdin, Mohammad Fairoz; Barua, Shomtirtha; Abir, Fahim Shariar (Brac University, 2023)

"COVID-19 and viral Pneumonia are types of lung disease that are highly infectious, and have a tendency of causing an outbreak, that then puts stress on the healthcare sector. When the COVID-19 pandemic first began there ...

Transfer learning based industrial steel plates fault diagnosis using industrial fault signals

Mizan, Mubasshira; Nilo, Laila Sumiya Khan; Tuli, Mosrika Momin (Brac University, 2021-09)

Transfer learning (TL) has shown its great advantage to solve small-training-sample issues utilizing information learned from existing large data with deep learning tech- niques. Transfer learning has been e ectively ...