Haku
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Enhancing Access Control : practical implementation of facial recognition technology for entry monitoring and database storage
(2024)
-spoofing capabilities, though with room for improvement in accuracy. This thesis details the system's design, hardware setup, challenges encountered, and suggestions for improvement. The work serves as a foundation for developing autonomous access control systems...
Application of Machine Learning Techniques to Predict Price Trends during Bitcoin Halving Cycles
(2024)
The rapid expansion and volatility of the cryptocurrency market has rendered Bitcoin an important investment asset. The Bitcoin halving event has had a significant impact on the market price, creating new challenges and ...
Student retention analysis
(2024)
For colleges and universities, student attrition comes with substantial finan-cial and reputational cost. This study aimed to analyse the different factors contributing for the student dropout and to develop a predictive ...
Enhancing Human-Robot Interaction : Integrating Large Language Models and Advanced Speech Recognition into the Pepper Robot
(2024)
Conversing with robots was once limited to science fiction, but recent advances in robot integration into everyday human interactions have made it a reality. Pepper, the humanoid robot from Softbank Robotics, is a significant ...
Deciphering Ancient Chinese Scripts with Convolutional Neural Networks : A Study on Calligraphic Styles in Classical Chinese Texts
(2023)
The primary objective of this study was to employ deep learning algorithms, specifically convolutional neural networks (CNN), to identify and classify calligraph styles in classical Chinese texts. Samples representing four ...
Detecting Arm Movements from EEG-signal with Machine Learning
(2023)
The integration of brain-computer interface (BCI) in human-computer interaction has started in a new time full of innovation and possibilities. BCI has overcome the limitations of traditional input devices and has provided ...
Integrating Open Source Technologies: Robot control with LinuxCNC, AI, and EtherCAT Integration
(2023)
This thesis is dedicated to exploring novel approaches in utilizing the Festo iCIM 3000 robot within the LinuxCNC framework and incorporating Artificial Intelligence. The aim was to establish a basic framework for a Robotic Control System using open...
Sustainable Wildlife Interaction through AI-Enhanced Bird Feeding System
(2023)
This thesis project centers around the development and implementation of an innovative bird feeding system that utilizes artificial intelligence to foster a sustainable interaction between birds and their environment. The project involves designing...
Implementing Automated Testing Strategy for Legal Decision Understanding AI
(2023)
This thesis focuses on the automated testing strategies for the data stream pipeline that utilizes Optical Character Recognition (OCR) and Natural language Processing(NLP) for processing legal decisions. The work presents the implementation...
Predicting the status of flights using data analysis and machine learning
(2023)
of the results and satisfy the needs of travellers, airlines and airport operations to a greater extent. This thesis will show how to use data analytics combined with machine learning models for flight status analysis and explain the conclusions....








