Browsing by Author "Kaniz Fatema"

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    Open Access
    Gender & Age Detection using CNN and Deep Learning
    (North South University, 2022) Lamia Akter Shahinur; Mahmuda Akter Meem; Kaniz Fatema; Md. Mobasshir Miah; Dr. Shahnewaz Siddique; 1821023042; 1821029042; 1821382042; 1911248642
    An application for video data analysis based on computer vision and machine learning method are presented. Novel gender and age classifiers based on adaptive features, local binary patterns and support vector machines are proposed. As features for the gender and age estimation, facial shape, skin texture, hue and Gabor feature are used. In order to show the effectiveness of proposed method, not only real-age database of facial image but also appearance-age database is employed. We also analyze the facial features characteristic to each age category and gender, and examine the difference feature of between the real-age and appearance-age in a facial area. Moreover, we examined the left-right symmetric property of the face concerning gender and age estimation by the proposed method. The promising practical application of such algorithms can be human-computer interaction, surveillance monitoring, video content analysis, targeted advertising, biometrics, and entertainment.
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    Open Access
    Voice Controlled Color Sorting Robot for Picking-Up and Placing Objects
    (North South University, 2020) Arka Datta; Mahmudur Rahman; Kaniz Fatema; Riasat Khan; 1521423043; 1520386043; 1520064045
    Humanity has always attempted to give life to its artefacts as features in an attempt to find substitutes for itself to fulfil its directions and also to function in a hostile setting. A machine that looks like a human arm and works like it is the popular concept of a mechanical arm. The industry is moving from the current state of automation to robotization. Increase productivity and consistent quality production. The industrial robots of today may not look at all like a human being. However, the whole research aims to provide more and more anthropomorphic, and human-like features. Managing certain specific responsibilities, like sending a robotic car to hazardous settings for chemical analysis specimens. A typical robotic car can travel and cross obstacles across distinct terrains. A robotic manipulator or just a mechanical arm is one robot type that is commonly used in the industry. It is an open or closed kinematic chain of stiff links interconnected by mobile joints. In some environments, links can be considered as waste to match human anatomy. Upper arm with joint and forearm of the shoulder and elbow. At the end of the arm, a wrist joint connects an end-effector that can be an tool with which to function, or a gripper or any other device. The primary objective of this project is to create an industry/restaurant pick-and-place robot as an option for human employees. Compared to others, this scheme works correctly. The one portion of our project is the robotic vehicle and the other portion is the robotic arm component. The robotic vehicle is governed by voice, while the other is controlled by a joystick, which is the robotic arm. Thus it makes the pick and place robotic arm perfectly mobile. This project results in our hard work and commitment.