IFD:Machines in white cubes WS20 21/Sources-30Nov20

(Source: https://medium.com/datadriveninvestor/neural-networks-explained-6e21c70d7818)

Links from the lecture

NeuralTalk and Walk - https://vimeo.com/146492001

https://cs.stanford.edu/people/karpathy/neuraltalk2/demo.html

https://thispersondoesnotexist.com/

https://thesecatsdonotexist.com/

https://imgflip.com/ai-meme

https://obvious-art.com/portfolio/edmond-de-belamy/

https://www.christies.com/features/A-collaboration-between-two-artists-one-human-one-a-machine-9332-1.aspx

Interview Mario Klingemann - https://www.sothebys.com/en/articles/artificial-intelligence-and-the-art-of-mario-klingemann

http://annaridler.com/mosaic-virus

https://www.dropbox.com/s/ghy0xr6mdkc4pa4/Egor%20Kraft%20%E2%80%93%20Selected%20Works%20Aug%202020%20%5BENG%5D.pdf?dl=0

Egor Kraft - Content Aware Studies https://vimeo.com/419305104

http://www.memo.tv/works/

Interview Memo Akten - https://www.artnome.com/news/2018/12/13/machine-learning-art-an-interview-with-memo-akten

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Resources

https://teachablemachine.withgoogle.com/

https://learn.ml5js.org/#/

Dan Shiffman's "A Beginner's Guide to Machine Learning with ml5.js" - https://www.youtube.com/watch?v=jmznx0Q1fP0

https://www.tensorflow.org/

https://keras.io/

https://coral.ai/products/

https://runwayml.com/

http://www.wekinator.org/

https://www.pyimagesearch.com/

A Beginner's Guide to Generative Adversarial Networks - https://wiki.pathmind.com/generative-adversarial-network-gan

Setup a Python Environment for Machine Learning and Deep Learning - https://towardsdatascience.com/setup-an-environment-for-machine-learning-and-deep-learning-with-anaconda-in-windows-5d7134a3db10

Real-Time WebCam Avatar DeepFake Tutorial - https://www.youtube.com/watch?v=i0XBGXnyejg

https://artbreeder.com/

http://nvidia-research-mingyuliu.com/gaugan/

https://heartbeat.fritz.ai/machine-learning/home

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Further reading(s)

https://medium.com/datadriveninvestor/neural-networks-explained-6e21c70d7818

https://www.heatonresearch.com/content/non-mathematical-introduction-using-neural-networks

http://neuralnetworksanddeeplearning.com/index.html

https://www.deeplearningbook.org/

https://www.excavating.ai/