Machine-Learning using the ONB Labs

Die ÖNB Labs sind eine Webplattform, die digitale Sammlungen der Österreichischen Nationalbibliothek so zur Verfügung stellt, dass Forschen, Experimentieren und kreative Arbeit mittels digitaler Methoden ermöglicht werden.

ÖNB Labs

We're helping artists expand their knowledge of technology and helping tech peeps learn to be more artistic and creative! Wherever you are on that spectrum, we invite you to join us for this workshop on AI art using the <A HREF="https://labs.onb.ac.at/en/datasets/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">ONB Labs data</A>.
The course will introduce a family of machine learning-based techniques which synthesize, transfer, collage, and remix the styles of images. Using trained neural networks and optimisation algorithms, we can hallucinate new images whose textures resemble one or more source images.
During this workshop, students will learn both the theory and practical details of how to implement stylistic techniques with neural nets. We'll learn how to run programs on the Runway application (<A HREF="http://runwayapp.ai/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">runwayapp.ai</A>) and Google Colab, and have tutorials on a number of creative techniques, including texture synthesis, style transfer, deepdream, and generating photorealistic images with GANs. All students will run the material either on their own machines or on the cloud.
<A HREF="http://runwayapp.ai/" TARGET="_blank" DATA-MSYS-CLICKTRACK="0" REL="nofollow noopener noreferrer">Runway: Artificial Intelligence for Augmented Creativity.</A>
runwayapp.ai
Runway is a toolkit that adds artificial intelligence capabilities to design and creative platforms.
 
WHO IS THIS COURSE FOR?
For artists, designers, and anyone else interested in this emerging discipline. Students are not required to have a technical background -- all materials will be provided, along with tutorials from scratch how to make these.
Participants should bring their laptops.
No prior experience necessary.
Up to 25 attendees.

Van Swieten Saal, Österreichische Nationalbibliothek

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