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A Comparative Study of YOLOv5 and YOLOv7 Modifications for Face Detection on a Custom Dataset
(2023)Face detection is a fundamental task in computer vision with applications spanning facial recognition, pose estimation, and human-robot interaction. This thesis presents a comprehensive comparative study of two modified ... -
A COMPARISON OF DATA INGESTION PLATFORMS IN REAL-TIME STREAM PROCESSING PIPELINES
(Åbo Akademi, 2020)In recent years there has been an increasing demand for real-time streaming applications that handle large volumes of data with low latency. Examples of such applications include real-time monitoring and analytics, electronic ... -
A comparison of FFUF and Wfuzz for fuzz testing web applications
(2021)We use web applications every day, even if we do not stop to think about it. Web applications are found on all devices ranging from phones to TVs to tablets and, of course, computers. As the usage of web applications grows ... -
A formal toolchain for model-based testing of PLC systems
(2021)Programmable logic controllers (PLCs) are programmable controller devices broadly used for industrial automation in industrial control systems. The correct functioning of such systems using PLCs is of utmost importance ... -
A Multi-Sensor Approach to Optimise Mountain Bike Suspension
(2021)The Mountain bike sport is an off-road sport, with distinctive aspects, from the family-friendly excursion on the forest roads to the disciplines recognised as extreme, combining obstacles such as jumps, roots, rock gardens ... -
A Network Model towards Strong Controllability of Biological Networks
(Åbo Akademi, 2019)In systems biology, we study structures and networks with the goal of achieving an understanding of the system as a whole. The networks we study are often biological networks, say cancer networks. When we understand how ... -
A practical survey of automatic unit test generation for JavaScript applications
(2023)Unit testing can and should be used during the software development lifecycle in order to continually verify that each component functions according to specifications. However, development hours are often more preferably ... -
A simulator for evaluating machine-learning algorithms for autonomous ships
(Åbo Akademi, 2020)In this thesis, a ship simulator capable of training agents in ship behavior is presented. The simulator can be used to train and simulate agents with different kinds of behaviors. The simulator supports ships and boats ... -
A Study on Automatic License Plate Recognition
(2022)Automatic license plate recognition, ALPR, is the process of detecting license plates, and recognizing the characters, present in any given image. ALPR can be applied in many situations to reduce the requirement for manned ... -
A Study on Recommendation System with Library Data
(Åbo Akademi, 2019)The recommendation is a difficult task in the lack or absence of domain knowledge like facts and information of the item which is the subject of the recommendation. This study presents and compares algorithms used in ... -
A SYSTEM FOR TRACKING KINDERGARTEN CHILDREN
(Åbo Akademi, 2019)In Saint-Petersburg, Russia, most people choose to send their children to state kindergartens. However, the current situation is that there are 15 or more children in one group with one or two teachers. In addition, ... -
A Systematic Literature Review on DevOps and its Definitions, Adoptions, Benefits and Challenges
(Åbo Akademi, 2020)The increased pace of software development and rapid changes of business- and technological requirements have introduced a new type of software development culture called DevOps. IT Operations and Software Development have ... -
A Systematic Mapping Study on Scrum and Kanban in Software Development
(2023)Background: Agile methodologies, such as Scrum and Kanban, have gained significant popularity in software development organizations. However, there is a need to compare and contrast these methodologies to determine their ... -
A Systematic Mapping Study on Test Automation Approaches for Flight Simulators
(2022)Background: Test automation is the practice of running tests automatically for the purpose of improving software quality. This is a field that is used in many kinds of areas. Flight simulators are software and hardware ... -
A Task Scheduler for Astaroth, the Astrophysics Simulation Framework
(2021)Computational scientists use numerical simulations performed by computers to create new knowledge about complex systems. To give an example, computational astrophysicists run large magnetohydrodynamics simulations to study ... -
ADOPTION OF THE MICROSERVICE ARCHITECTURE
(Åbo Akademi, 2019) -
AI and Game complexity : Game benchmarking by using reinforcement learning
(Åbo Akademi, 2020)The aim of this thesis is to use different reinforcement learning techniques to produce models that can play video games. The core idea behind reinforcement learning is that an AI can learn to play a game only by exploring ... -
Algorithm Analysis in OpenDSA : An Online, Open Source, Interactive Platform for Data Structures
(Åbo Akademi, 2016)New methods and opportunities for learning have appeared through the arrival of electronic learning frameworks. Over the past few years, several eLearning environments have been created by experts in the field to make ... -
An evaluation of how web frameworks support developers to build secure applications
(2024)An increasing number of applications are being built for the web. For this task, developers typically use a number of different frameworks to ease and speed up the development. Frameworks can make complex problems easy by ...