2024
Optimising YOLOv8n using Maximum Class Separation and Data Augmentation for NAO robots
Joost Weerheim, Stephan Visser, Kim Koomen, Ross Geurts
Tags: YOLO, Maximum Class Separation , Data Augmentation, Object detection
2023
Predicting a robot's position on a football field by training a machine learning algorithm on artificially generated data
Lex Bolt
Tags: BSc, Localization, Unity
Exploring the Effectiveness of Object Detection Training in Virtual Environments
Tobie Werner
Tags: BSc, YOLO, Unity
2022
2021
Project AI: Real-time object detection and avoidance for autonomous Nao Robots performing in the Standard Platform League
Rogier van der Weerd
Tags: Msc, Object-Detection, YOLO
2020
2019
2018
2017
2016
2015
2014
2013
Feature Detection and Localization for the RoboCup Soccer SPL
Amogh Gudi, Patrick de Kok, Georgios K. Methenitis, Nikolaas Steenbergen
Tags: Technical-Report, Localization
2012
2011
Self-Localization in the RoboCup Soccer Standard Platform League with the use of a Dynamic Tree
Hessel van der Molen
Tags: Localization
An Experimental Comparison of Mapping Methods, the Gutmann dataset
Arnoud Visser, David de Bos, Hessel van der Molen
Tags: Technical-Report, Localization, SLAM