Browsing by Author "Dr. Md Shahriar Karim"

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    Open Access
    Distinguish walking and running
    (North South University, 2021-12-31) Sangeeta Paul Priya; Dr. Md Shahriar Karim; 1621735042
    Physical activity is a vital need for our survival. But in the busy world that we live in, it’s not often that easy for us to include exercise within our schedule. But the least we can do is keep track of how much physical activity we are doing throughout the day that can actually leave an impact on our physic. Running impact us differently than just walking. That’s why it is important to keep track of both individually. It becomes even more important especially if we go out to run with the intention of exercising. That’s why our goal is to create a system that can learn the difference between running and walking from data through machine learning and provides the user with a result that contains how much they ran and how much they walked separately. Many systems were developed over the years to distinguish walking and running. This project is about establishing a system that can detect whether someone is running or walking. For this project we went with two different approaches, both of which involved machine learning. Our first approach was to use a numeric dataset and apply them on different machine learning algorithms. Our other approach was to use an image-based dataset to create a CNN model. The end goal for both processes was to interphase the models with an Arduino.
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    Open Access
    Fingerprint to Face Reconstruction Using Neural Network
    (North South University, 2021-04-30) Md Afridi Hasan; Samiur Rahman Prapon; Monjura Maula Anik; Dr. Md Shahriar Karim; 1712520042; 1712666642; 1530058642
    Determining a person’s identity is one of the most important challenges to address when constructing multi-accessible structures, such as computer apps, vehicles or actual buildings. A system that protects secret information or valuable objects places high-security expectations on identification. This project provides a novel paradigm for generating one biometric element from another based on neural artificial networks. An intelligent system was devised and created to assess the correlations between fingerprints and faces, as well as to prototype and increase the presence of relationships. It can be used in biometrics, information security, access control, law enforcement, smart cards, and surveillance systems, among other things.
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    Open Access
    Health Chatbot Application for Women and Adolescents
    (North-south University, 2021-12-31) Aurik Anjum Noshin; Sadman Shapnil; Amir Hamza Soyeb; MD. Amdadul Haque; Dr. Md Shahriar Karim; 1712557642; 1712309042; 1711567042; 1722077642
    We’ve carried out a proposal to design a chatbot specifically for the people of Bangladesh that answers questions related to different health aspects ranging from children, adolescence, women’s health issues as well as questions that are considered taboo in our social system. We want to demonstrate how our chatbot can help solve small health issues that are solvable via a few information, social hysteria and taboo related superstitions and provide necessary emergency facility if needed in desperate situations like suicide.
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    Open Access
    IOT Based on a Human Security System
    (North South University, 2020-08-30) Asaduzzaman; Md Daud Hossain; Zannatul Ferdouse Zerin; Tanzina Akther Momo; Dr. Md Shahriar Karim; 1331054045; 1510854043; 1512728043; 1521664043
    This world is running by innovation. A mind-blowing estimation of the world growing step by step. So, security is the fundamental concern. We have made a device which can detect any unwanted condition automatically by taking body movement data and can sent an alert with victim’s location to the preset number. It’s a IOT base system that control massaging from a server. We made a hardware that continuously receive body movement data and analyses the data set. If the analyzation gives any unwanted situation, the device sent a signal to the server and server sent massage to the preset number. This device analyses two type of body movement data like acceleration and gyroscope that means this device can detect irregular body movement and angle and sent the signal. This device is very helpful for women because the number of rape case increasing day by day.