The profiles from data-driven profiling applications are a model of the reality. The interpretability of these profiles for end users, e.g. policymakers, is often far from trivial. How and why these models are obtained by the applications are often regarded as a black box. In recent years several profiling …

Autonomous robots require high degrees of cognitive and motoric intelligence to come into our everyday life. In non-structured environments and in the presence of uncertainties, such degrees of intelligence are not easy to obtain. Reinforcement learning algorithms have proven to be capable of solving …

The research focuses on creating a possible technique which would allow a 2D character to interact with the 3D light while preserving the 2D aspect of it. I researched on EbSynth (style-transferring tool) and Blender as possible software which could help me create the new lighting approach. Normal maps …

The past two years I have conducted an extensive literature and tool review to answer the question: “What should software engineers learn about building production-ready machine learning systems?”. During my research I noted that because the discipline of building production-ready machine learning systems …

We won 't get a healthier planet with lifestyle programmes and new technologies if we don 't understand the psychological mechanisms behind overconsumption. Today there is food and Netflix, tomorrow is uncertain. Politicians let companies invest in smart technology, smart houses, robotics, AI, so that …

The assignment was to find and implement a new ML solution at Agrovisiobn.  

Although Corona is a very nasty virus, we can learn from the global imbalance it causes. The "official" opinions are raised above any reasonable and unreasonable doubt, which is dangerous, because unexpected events, such as the new Coronavirus, always lack knowledge at first. By accepting assumptions …

From the article: The ethics guidelines put forward by the AI High Level Expert Group (AI-HLEG) present a list of seven key requirements that Human-centered, trustworthy AI systems should meet. These guidelines are useful for the evaluation of AI systems, but can be complemented by applied methods and …

Smart technology drives us to an alldestructive pace, 24 hours a day, 7 days a week. It is well-founded that we started to worry. We still see technology and AI as an unstoppable future that happens to us. Is that true? We are heading for a huge change in mentality. It is necessary to limit acquired …