Now showing items 21-40 of 294

    • Application of machine learning techniques on the context of livestock analysis 

      Islam, Md. Shajedul; Masud, Syed Tahmid; Tawheed, Bhuiyan Mustafa (BRAC University, 2018-08)
      Livestock industry has been one of the fastest growing sectors of business and research in Bangladesh over the past decade. This rising, lucrative and profitable industry seems to be attracting a good number of enthusiastic ...
    • Application of machine learning techniques on the context of predicting upcoming traffic congestion and providing the best preferred path 

      Saquib, Muhammad Sadman; Ali, Mili Mohammad; Tazmim, Marisha; Ahmad, Faiyaaz (Brac University, 2019-04)
      Bangladesh being one of the most heavily populated country in the world, the traffic condition is worsening every year due to the increase of vehicle activities through- out the entire nation. Research claims that an average ...
    • Automated feedback test generation and functionality testing for UI development with self-guided recommendation 

      Hasan, Md.Tanvir; Durjoy, S.M. Hazzaz; Hasan, Jahidul; Binte Zafar, Mahazabin (Brac University, 2023-01)
      UI development is the most integral part of the Software Development Life Cycle and testing the functionality of the UI is also as much important during the Software Testing Life Cycle of any software project. Without ...
    • Automated image caption generator in Bangla using multimodal learning 

      Rodoshi, Mashiat Hasin; Ahmed, Moin Uddin; Ashraf, Md. Sobhan; Mim, Md. Galib Hasan; Khanam, Ashfia (Brac University, 2023-01)
      Experiencing an image on-screen is a privilege that we often seem not to care about. A visually impaired person does not have that luxury. A system that can automatically produce closed captions of an image can thus help ...
    • Automated online exam proctoring system using computer vision and hybrid ML classi er 

      Hossain, Zarin Tahia; Roy, Protyasha; Nasir, Rina; Nawsheen, Sumaiya (Brac University, 2021-10)
      The term online proctoring comes hand in hand with online education. There are not many exceptions between traditional education and the online education system except for the fact that online education, as well as online ...
    • 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 ...
    • Automatic brain tumor segmentation using U-ResUNet chain model approach 

      Alam, Mohd Tanjeem; Nawal, Nafisa; Nishi, Nusrat Jahan; Sahan, MD Samiul; Islam, Mohammad Tanjil (Brac University, 2021-09)
      Identifying brain tumors precisely within the early stage is still a challenging problem for the medical sector consistent with recent research. In a previous research approved by Cancer. Net Editorial Board, it was ...
    • Automatic braking system and smart safety features to avoid and reduce road accident 

      Murshed, Abrar; Anowar, Shaikh Shazib (Brac University, 2021-09)
      There has been a huge increase of road accident in the last couple of years. This has been quite an issue in our country as a nationwide protest was held against it. A smart system which can do not only Vehicle to Vehicle ...
    • Automatic waste classification using deep learning and computer vision techniques 

      Akash, MD.; Shama, Umme Sabiha; Dibash, Dey; Ghosh, Ria (Brac University, 2023-03)
      Waste management refers to a system that starts with classifying different kinds of waste and gradually managing it from its inception to its final disposal. Labeling waste in a proper manner can ensure the best outcome ...
    • Automation requirements engineering using machine learning 

      Abid, Md.Mehedy Hasan; Tanna, Rubaya Neshat; Noyon, Mahbubur Rahman; Masud, Jahidul Hasan; Akter, Tahmina (Brac University, 2021-09)
      Machine learning algorithms help to automate the process in many di erent problem domains. In the eld of Software engineering. Requirement engineering is one of the rst stages of software development. This research ...
    • Bang-lish sentiment classification using deep learning 

      Saleheen, Abrar; Siam, Saleh Ahmed; Akter, Sanjeda; Ghosh, Akash; Ahona, Adiba Anbar (Brac University, 2023-01)
      E-commerce websites and social media platforms have become integral parts of peo ple’s social lives. Through posts, comments, and reviews on social media and online shopping websites, people can share their ideas. ...
    • Bangla grammar and spelling check using machine learning 

      Ahmed, Foysal; Khan, Md Shahriar; Arafin, MD Emon; Al Abir, Abdullah; Begum, Mumtahina (Brac University, 2023-01)
      Bangla, or Bengali, is one of the world’s most spoken languages, with hundreds of millions of native speakers worldwide. Thousands of books are written in the Bangla language every year, and millions of people register ...
    • Bangla sign language recognition using leap motion sensor 

      Tan, Tamkin Mahmud; Mondol, Anna Mary; Nawal, Noshin; Ahmed, Sabbir (Brac University, 2019-08)
      Sign language is used by hearing and speech impaired people to transmit their messages to other people but it is difficult for a regular people to understand this gesture based language. Instantaneous responses on sign ...
    • Bangla speech recognition using 1D CNN and LSTM with different dimension reduction techniques 

      Nirjhor, S M Mahsanul Islam; Chowdhury, Mohammad Abidur Rahman; Sabab, Md. Nazmus (Brac University, 2019-08)
      In the area of machine learning, speech recognition was always a hot topic but as world's 8th most widely spoken language Bangla hasn't got the focus as much as she deserved. This research will be on speech recognition ...
    • Bangla text classification using machine learning and deep learning techniques 

      Salehin, Kamrus; Ahmed, Fahim; Nabi, Md. Ashifun; Alam, M. Kaosar (Brac University, 2021-09)
      At present, we have seen everything is getting digitized where technology almost takes full control over our life. As a result, a massive number of textual documents are generated on online platforms and news articles ...
    • Bank loan prediction using machine learning 

      Mahottam, Parthosarothi; Anika, Antara Raida; Jahan, Dilshad; Lazika, Tanzina Afrin (Brac University, 2023-05)
      The Banking sector is a core foundation of the global economy as it facilitates the financial transactions while providing fundings in various purposes. One key aspect in the banking industry is the ability to accurately ...
    • Best 11 selection using machine learning 

      Anik, Aminul Islam; Yeaser, Sakif; Hossain, A.G.M. Imam (BRAC University, 2018-04)
      Cricket has become the most popular game not only in Bangladesh but also around the world. Day by day it is gaining more people’s attention. The name and glory of team Bangladesh has trespassed the country’s border and it ...
    • Beyond words: an exploration of free-hand sketches and EEG-based neurobiological signatures to unveil the underlying depression among cancer patients 

      Miami, Anika Tahsin; Mrittika, Anika Priodorshinee; Hossain, Syed Zuhair (Brac University, 2023-05)
      Mental well-being is intricately intertwined with physical health and is considered a crucial aspect of an individual’s overall well-being. Due to ever-deteriorating health conditions and uncertainty about the future, ...
    • Bioinformatics and machine learning in prevention, detection and treatment of HIV/AIDS 

      Brian, Wakaya (Brac University, 2021-07)
      As the acquired immunodeficiency syndrome (AIDS) pandemic continues to be a major health crisis of global concern, new strategies in the management and treatment of the disease is being explored. This project titled ...
    • Bitcoin price forecasting based on historical data 

      Roy, Shaily; Nanjiba, Samiha (BRAC University, 2018-07)
      Over the past few years, Bitcoin has been a topic of interest of many, from academic researchers to trade investors. Bitcoin is the first as well as the most popular cryptocurrency till date. Since its launch in 2009, it ...