Recent Submissions

  • Ripple down rule based decision intelligence for mental disorder diagnosis 

    Rahman, G.M. Arafat; Ibnul, Tahmid Nizam; Mia, MD. Shamim; Akash, Abid Mahmood; Banerjee, Avinandan (Brac University, 2023-01)
    Ripple Down Rule (RDR), a rule-based incremental system, enables knowledge acquisition from human experts to knowledge-based systems (KBS). The majority of modern decision intelligence systems rely on machine learning ...
  • Evaluating the effectiveness of CNN-based models for diabetic retinopathy detection 

    Niaz, H.M; Tajrian, Nuha; Alam, Mohammad Ahsan Ibn; Limon, Md. Shahriar Khan; Saha, Sharnit (Brac University, 2023-06)
    One of the known eye conditions that affect human retinal blood vessels is diabetic retinopathy (DR). People with diabetes are typically at significantly increased risk for this. The blood vessels in the retina are damaged ...
  • Enhancing underwater object detection through water artifact removal and using ensemble transfer learning 

    Saikat, Nayem Hossain; Jahan, Sarowar; Abrar, Fahim; Rahman, Md. Motaqabbir; Rahman, Md. Ashikur (Brac University, 2023-05)
    The utilization and exploration of deep-sea resources has made underwater autonomous operation increasingly important to mitigate the dangers of the highpressure deep-sea environment. Intelligent computer vision plays a ...
  • Operating and analyzing of business data with digital enterprise division of BanglaCAT 

    Mitra, Mithila (Brac University, 2023-05)
    This internship report provides a comprehensive overview of the experiences, learn- ing, and contributions made during the internship period at Bangla CAT. The re- port encompasses a tailed description of the objectives, ...
  • Analysis of uncertainty in different neural network structures using monte carlo dropout 

    Islam, Md. Farhadul; Zabeen, Sarah; Bin Rahman, Fardin; Islam, Md. Azharul; Bin Kibria, Fahmid (Brac University, 2023-01)
    Deep learning technologies developed at an exponential rate throughout the years. Starting from Convolutional Neural Networks (CNNs) to Involutional Neural Net works (INNs), there are several neural network (NN) architectures ...
  • Plant leaf disease identification 

    Hasan Mahin, Mohammad Rakibul; Moonwar, Waheed; Rayhan Chy, Md. Shamsul; Shahriar, Md. Fahim; Rafi, Fahim Faisal (Brac University, 2023-01)
    Agriculture has consistently been an essential component of our day-to-day life over the centuries. Because of its contribution to our country’s revenue, the importance of agriculture has been steadily growing over the ...
  • Effect of social Media on mental health 

    Islam, Tahshinul; Farhan, Tajish; Ahmed Turjo, Syed Thakdir; Pretty, Nusrat Jaman; Sababa, Tasfia Haque (Brac University, 2023-01)
    An online community where people work together to produce, share and change their ideas and comments about any data is known as web-based social network ing. Over the past ten years, long-distance social networking purpose ...
  • Hyperledger fabric blockchain-based medical document and prescription sharing system: Enhancing data security and traceability of the healthcare sector in Bangladesh 

    Abdullah, Mohammed Taher; Hasan, Ikramul; Iqbal, Shadab; Banik, Srijan; Dihan, Merazul Islam (Brac University, 2023-01)
    In the current digital age, Blockchain technology has the potential to revolution ize the way sensitive medical information is handled. Blockchain’s immutable and encrypted nature makes it an ideal solution for preventing ...
  • Analysis of uncertainty in different neural network structures using Monte Carlo Dropout 

    Islam, Md. Farhadul; Zabeen, Sarah; Rahman, Fardin Bin; Islam, Md. Azharul; Kibria, Fahmid Bin (Brac University, 2023-01)
    Deep learning technologies developed at an exponential rate throughout the years. Starting from Convolutional Neural Networks (CNNs) to Involutional Neural Networks (INNs), there are several neural network (NN) architectures ...
  • An efficient face recognition model using multiple angular images and deep neural network architecture 

    Subah, Silma; Nath, Arpita; Armisha, Mitheela das; Binte Sakhawat, Sumaiya; Alam Parbo, Md Nuhas (Brac University, 2023-01)
    Face surface information in three dimensions is one of the promising biometric modality that can improve the identification and increase the accuracy of verification of face recognition systems in challenging situations.This ...
  • Chaos in Quantum Mechanics 

    Rahman, Md. Mahfujur; Pandey, Sovers Tonmoy (Brac University, 2023-01)
    This thesis provides a detailed view of Out-of-time-order correlators in quantum mechanics. And how we can use OTOC to calculate chaos in quantum mechanics. We present precise OTOC calculations for a circle billiard, a ...
  • Bay Emporium Ltd. internship as a front-End web developer 

    Ahmed, Sharlina (Brac University, 2023-01)
    Bay Emporium has grown from a local leather business to a significant exporter of products and footwear. They provide a diverse range of goods for infants to elderly people, male and female. The target market for Bay ...
  • Online engage-measurement in tutoring session 

    Siddique, Saadman Omar; Alam, M. Shafiul; Alam, Mahmud; Hasan, Nabil; Tajwar, M. M. Hasan (Brac University, 2023-01)
    The COVID-19 pandemic has brought about a significant change in the way educa tion is delivered worldwide. Restrictions have forced schools, colleges, and universi ties to hold classes online using video communication ...
  • An efficient approach for recyclable waste detection and classification using image processing techniques 

    Chowdhury, Prabal Kumar; Islam, Md. Aminul; Haque, Md Aminul (Brac University, 2023-01)
    One of the world’s most pressing issues right now is the lack of a competent waste management system, particularly in emerging and underdeveloped countries. Re cycling solid waste, which comprises numerous dangerous ...
  • Sentimental analysis of food review contents to improve food culture and the quality of virtual content using natural language processing and machine learning 

    Sarkar, Ripa; Hassan, Md. Mehedi; Azad, Farin Beante; Hossin, Md. Nibras (Brac University, 2022-09)
    Internet-based applications like social media platforms and blogs have exploded in popularity, and with them have come reviews and commentary on people’s daily lives. Unfortunately, the vast majority of these evaluations ...
  • Demystifying second hand car market in Bangladesh using multimodal machine learning techniques 

    Islam, Roman; Rahman, Arman; Rahman, Asifur; Ferdous, Wasiq; Arman, Sk.MD.Golam (Brac University, 2023-01)
    When a person plans to buy or sell a car in an overly-crowded second-hand market, it is often difficult to estimate accurate prices. People are frequently duped by scalpers into purchasing cars that are not worth the base ...
  • Detecting sarcasm in Bengali comments using NLP 

    Chowdhury, Md. Jamiur Rahman (Brac University, 2023-01)
    Natural Language Processing (NLP) is a subset of Machine Learning which resides at the intersection of Linguistics and Computer Science. It deals with the capability of computers to learn and work with human languages. ...
  • Human activity recognition and authentication system 

    ALam, Md. Zubaer (Brac University, 2023-05)
    Automated surveillance motion detection and video data analysis are now crucial jobs for many industries. Understanding human behavior from security video data is crucial, especially in places like banks, hospitals, ...
  • Classification of peripheral blood cell images using deep learning 

    Aadi, Oyshik Ahmed; Akash, Md.Meghdad Hossain; Ishraq, Fahim; Hossain, Asif; Al Fahim, Abdullah (Brac University, 2023-01)
    Diagnosis and Identification of cells and disease infected cells are and important part of in medical science that bears huge significance even today. There are health implications can often be identified my observing ...
  • Introducing AI in garment fault detection using YOLOv5 to reduce bottleneck 

    Sanjana, Jasia; Al Muhit, Abdullah; Zia, Asma (Brac University, 2023-08)
    In order to reduce manpower and bottleneck in the inspection system of industrial garments, we explored the application of the YOLOv5 model using our very own dataset of defective clothing pieces. The economy of Bangladesh ...

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