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In the fourth meeting of our Cyberculture series we’re going to show you how AI technologies are used in art. We will take a look at how machine learning allows to create artistic objects. We will also ask whether a well-trained programme can substitute an art historian and recognise the author of any work of art.
Our guests include art experts, programmers, and image analysis specialists – prof. Dorota Folga-Januszewska, Adam Szweida and Dawid Możejko.
For artists & about artists:
- https://ml4a.github.io/
- https://www.theatlantic.com/technology/archive/2019/03/ai-created-art-invades-chelsea-gallery-
scene/584134/ - https://aiartists.org
- https://brainstation.io/blog/how-ai-and-machine-learning-are-being-used-to-make-art
- https://towardsdatascience.com/art-with-ai-turning-photographs-into-artwork-with-neural-style-
transfer-8144ece44bed
C# + ML + DL + filters:
- https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/image-classification
- https://www.researchgate.net/publication/346583845_Image_Filtering_-Techniques_Algorithm_and_Applications
- https://ml4a.github.io/demos/
- https://docs.microsoft.com/en-us/dotnet/machine-learning/tutorials/image-classification-api-transfer-learning
Artists’ style analysis:
- https://www.ripublication.com/ijaer17/ijaerv12n4_17.pdf
- https://medium.com/analytics-vidhya/predict-artist-from-art-using-deep-learning-9f465f8879d7
- http://cs229.stanford.edu/proj2010/BlessingWen-UsingMachineLearningForIdentificationOfArtPaintings.pdf
- https://www.lamsade.dauphine.fr/~bnegrevergne/webpage/documents/2017_rasta.pdf
- http://proceedings.mlr.press/v77/lecoutre17a/lecoutre17a.pdf
- https://www.kdnuggets.com/2015/09/deep-learning-art-style.html
- https://www.moma.org/calendar/exhibitions/history/identifying-art
- https://medium.com/analytics-vidhya/predict-artist-from-art-using-deep-learning-9f465f8879d7
Recognising emotions, artists’ intention analysis, image analysis: