# Attendance Tracker System

## Thesis Title: Development of Attendance Tracker System using computer vision based AI on an embedded system.

This project is a work of a bachelor thesis done by a student of Mechatronic Systems Engineering B.Sc.

![](https://forthebadge.com/images/badges/powered-by-electricity.svg)    ![](https://forthebadge.com/images/badges/for-robots.svg)![](.//Miscellaneous/uses-artificial-intelligence.svg) ![](./Miscellaneous/built-as-autonomous-system.svg)
![](https://forthebadge.com/images/badges/made-with-python.svg)![](./Miscellaneous/made_with_opencv.svg)
![](./Miscellaneous/made-with-raspberry-pi-4b.svg)
![](./Miscellaneous/made-with-raspberry-pi-cam.svg)
![](./Miscellaneous/uses-mediapipe.svg)
![](./Miscellaneous/made-with-raspberry-pi-touchscreen.svg)
![](./Miscellaneous/uses-face-recognition.svg) <br/>
![](./Miscellaneous/uses-hand-gesture-control.svg) ![](https://robotics.hochschule-rhein-waal.de/gitlab/anmol280399/attendance-tracker-system/-/blob/master/Miscellaneous/made-as-embedded-system.svg)![](./Miscellaneous/uses-computer-vision.svg)![](./Miscellaneous/uses-tkinter.svg)


[![forthebadge](data:image/svg+xml;base64,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)](https://forthebadge.com)
**Author's Name**: Herr Anmol Singh

**Matriculation Number:** 24244

**Study Program:** Mechatronic Systems Engineering(B.Sc.) <br/>
**Study Semester:** 8th <br/>
**Degree Faculty:** Faculty of Technology & Bionics <br/>
**Bachelor Thesis Supervisor:** Herr Prof. Dr. Ronny Hartanto(Technische Informatik) <br/>
**Bachelor Thesis Co-Supervisor:** Herr Prof. Dr. Matthias Krauledat(Informatik) <br/>
**Guided & Supported by:** Herr Mamen Thomas Chembakasseril(Mechanical Engineer, M.Sc.) <br/>
**Place:** Robotics Laboratory(05 EG 025), Rhine Waal University of Applied Sciences, Kleve, Germany. <br/>