Machine Learning for reliable perception of autonomous systems
For autonomous systems a reliable perception of the environment is crucial. For example in autonomous driving. But the machine learning (ML) methods used for this purpose are not inherently trustworthy. So, other measures have to be taken to employ ML in safety-critical systems. This video illustrates the research approach of the Fraunhofer IKS within the scope of the ADA Lovelace Center to achieve a more reliable perception of autonomous systems.
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More information about our projects:
https://www.iks.fraunhofer.de/en.html
Youtube-Channel of Fraunhofer IKS:
https://www.youtube.com/channel/UCBE9OOjdB5V4BIh8plWU6NQ
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The Fraunhofer Institute for Cognitive Systems IKS conducts applied research into the topics of tomorrow: artificial intelligence, cognitive systems and intelligent software architectures for autonomous systems. Our primary focus is safety-critical applications in the areas of Industry 4.0 and automotive, as well as mobile machines and commercial vehicles. We thus develop dependable software technologies for people. For instance, we examine how artificial intelligence can be validated so that it can be utilized even in autonomous vehicles, human-robot interaction and medical instruments. That means we’re paving the way for a dependable digital world.
The Fraunhofer-Gesellschaft, headquartered in Germany, is the world’s leading applied research organization. With its focus on developing key technologies that are vital for the future and enabling the commercial exploitation of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future. Founded in 1949, the Fraunhofer-Gesellschaft currently operates 76 institutes and research institutions throughout Germany. The majority of the organization’s 30,000 employees are qualified scientists and engineers, who work with an annual research budget of 2.9 billion euros. Of this sum, 2.5 billion euros is generated through contract research.
Fraunhofer-Institut für Kognitive Systeme IKS
Fraunhofer Institute for Cognitive Systems IKS
Hansastraße 32 D-80686 Munich
For autonomous systems a reliable perception of the environment is crucial. For example in autonomous driving. But the machine learning (ML) methods used for this purpose are not inherently trustworthy. So, other measures have to be taken to employ ML in safety-critical systems. This video illustrates the research approach of the Fraunhofer IKS within the scope of the ADA Lovelace Center to achieve a more reliable perception of autonomous systems.
– – –
More information about our projects:
https://www.iks.fraunhofer.de/en.html
Youtube-Channel of Fraunhofer IKS:
https://www.youtube.com/channel/UCBE9OOjdB5V4BIh8plWU6NQ
Subscribe now to our Channel:
https://www.youtube.com/channe/UCBE9OOjdB5V4BIh8plWU6NQ?sub_confirmation=1
Meet us on Social Media:
https://www.linkedin.com/company/fraunhofer-iks/
https://www.facebook.com/FraunhoferIKS/
https://twitter.com/FraunhoferIKS
https://www.xing.com/companies/fraunhoferiks
– – –
The Fraunhofer Institute for Cognitive Systems IKS conducts applied research into the topics of tomorrow: artificial intelligence, cognitive systems and intelligent software architectures for autonomous systems. Our primary focus is safety-critical applications in the areas of Industry 4.0 and automotive, as well as mobile machines and commercial vehicles. We thus develop dependable software technologies for people. For instance, we examine how artificial intelligence can be validated so that it can be utilized even in autonomous vehicles, human-robot interaction and medical instruments. That means we’re paving the way for a dependable digital world.
The Fraunhofer-Gesellschaft, headquartered in Germany, is the world’s leading applied research organization. With its focus on developing key technologies that are vital for the future and enabling the commercial exploitation of this work by business and industry, Fraunhofer plays a central role in the innovation process. As a pioneer and catalyst for groundbreaking developments and scientific excellence, Fraunhofer helps shape society now and in the future. Founded in 1949, the Fraunhofer-Gesellschaft currently operates 76 institutes and research institutions throughout Germany. The majority of the organization’s 30,000 employees are qualified scientists and engineers, who work with an annual research budget of 2.9 billion euros. Of this sum, 2.5 billion euros is generated through contract research.
Fraunhofer-Institut für Kognitive Systeme IKS
Fraunhofer Institute for Cognitive Systems IKS
Hansastraße 32 D-80686 Munich
