Using computer-assisted neural networks, researchers have been able to accurately identify affective states from the body language of tennis players during games. For the first time, they trained a model based on artificial intelligence (AI) with data from actual games.
Using computer-assisted neural networks, researchers have been able to accurately identify affective states from the body language of tennis players during games. For the first time, they trained a model based on artificial intelligence with data from actual games. Their study demonstrates that AI can assess body language and emotions with accuracy similar to that of humans. However, it also points to ethical concerns.
For their study,"Recognizing affective states from the expressive behavior of tennis players using convolutional neural networks," sports sciences, software development and computer science researchers from KIT and the University of Duisburg-Essen developed a special AI model. They used pattern-recognition programs to analyze video of tennis players recorded during actual games."Our model can identify affective states with an accuracy of up to 68.
After being fed with this data, the AI learned to associate the body language signals with different affective reactions and to determine whether a point had been won or lost ."Training in natural contexts is a significant advance for the identification of real emotional states, and it makes predictions possible in real scenarios," said Jekauc.
Darko Jekauc, Diana Burkart, Julian Fritsch, Marc Hesenius, Ole Meyer, Saquib Sarfraz, Rainer Stiefelhagen.With generative artificial intelligence transforming the social interaction landscape in recent years, large language models , which use deep-learning algorithms to train GenAI ...
Child Development Borderline Personality Disorder Spirituality Artificial Intelligence Information Technology Video Games Computer Modeling
United States Latest News, United States Headlines
Similar News:You can also read news stories similar to this one that we have collected from other news sources.
Blueprints of self-assembly | ScienceDailyScientists have taken a step closer to replicating nature's processes of self-assembly. The study describes the synthetic construction of a tiny, self-assembled crystal known as a 'pyrochlore,' which bears unique optical properties.
Read more »
Meerkat chit-chat | ScienceDailyResearchers unravel the vocal interactions of meerkat groups and show they use two different types of interactions to stay in touch.
Read more »
AI chips could get a sense of time | ScienceDailyArtificial neural networks may soon be able to process time-dependent information, such as audio and video data, more efficiently.
Read more »
Cosmic rays illuminate the past | ScienceDailyResearchers have for the first time been able to pin down a prehistoric settlement of early farmers in northern Greece dating back more than 7,000 years to the year. For this they combined annual growth ring measurements on wooden building elements with the sudden spike of cosmogenic radiocarbon in 5259 BC.
Read more »
Conflict News -- ScienceDailySummaries of scientific studies relating to armed conflict and the effects of conflict on society.
Read more »
An AI leap into chemical synthesis | ScienceDailyScientists introduce a large language model-based AI system that revolutionizes chemistry by integrating 18 advanced tools for tasks like organic synthesis and drug discovery.
Read more »