Ontology · Courses
Course Ontologies
Ontologies and knowledge-organization material used in courses including 5DV244, 5DV248 and 5DV188.
Personal Academic Lab
Toolbox
A collection of interactive tools, research prototypes, teaching resources and small experiments. Some are designed for classroom use; others grew out of research projects or exploratory work.
Education
Interactive · Computer Vision
Vision Mini Lab
Explore classification, object detection and segmentation through a simple browser-based computer vision activity.
Open tool →
Interactive · Computer Vision
Pixel Explorer
Inspect actual RGB pixel values and explore what an image looks like from a computer's perspective.
Open tool →
Interactive · HCAI
HCAI Radar
A classroom reflection tool for discussing human capabilities, agency, understanding and dependable interaction in AI design.
Open tool →
Interactive · Responsible AI
Trust Game
A gamified exploration of trustworthiness in AI-related scenarios, inspired by principles from the EU trustworthy-AI guidelines.
Open tool →
Energy Twin & Industrial AI
Energy Twin — Plant Overview
A spatialized plant-scale visualization of an energy-production system. It provides an interactive overview of process modules and supports exploration of plant-level interaction, with telemetry and possibility/necessity concepts exposed through the interface.
Open plant prototype →Work in progressHoloLens / WebXR
Plant-scale prototype
Plant-scale prototype
Energy Twin — Boiler & Early Warning
A boiler-focused interactive prototype combining process visualization, sensor telemetry and possibility/necessity-based early-warning information. The current version uses demonstration telemetry and is intended as a basis for later connection to live plant data.
Open boiler prototype →Work in progressHoloLens / WebXR
Boiler-focused prototype
Boiler-focused prototype
Prototype status. These Energy Twin entries are research prototypes, not operational plant systems. The current HoloLens/WebXR demonstrations use simulated or illustrative data and are being refined toward research and publication.
Research
Research prototype · Annotation
Image Annotation Tool
A browser-based annotation tool for marking image structures and assigning attributes to annotated elements for machine-learning workflows.
Open tool →
Research · Projects
Research Projects
A collection of research projects, prototypes and experiments spanning AI, reasoning, computer vision and industrial applications.
Browse projects →
Code · GitHub
Open Research Code
Selected code, notebooks and experimental repositories developed as part of research and teaching.
Open GitHub →
Students & programme
Student resource
ID Course Map
A course and programme resource for students in Interaction and Design, helping visualize course relationships and progress.
Open resource →
5DV244 · Human-Centered AI
Reasoning Quest
Interactive missions, games and activities developed for the Human-Centered AI course.
Open course site →
5DV244 · GitHub
Course Repository
Source code and course experiments for Human-Centered Artificial Intelligence.
Open repository →
Learning materials
Open →
Notebook · Reinforcement Learning
RL Questions & Answers
Supporting answers and material for a reinforcement-learning laboratory.
Experiments
About this toolbox. These resources have different origins and purposes. Some are maintained teaching tools, some are research prototypes, and some are small experiments. Research prototypes are presented as work in progress rather than as finished software products.