Categories
WordPress

Learning to see: Gloomy Sunday

An artificial neural network making predictions on live webcam input, trying to make sense of what it sees, in context of what itโ€™s seen before. It can see only what it already knows, just like us. (Trained on tens of thousands of images scraped from flickr. not ‘style transfer’ ๐Ÿ™‚ http://www.memo.tv/learning-to-see-you-are-what-you-see/ Music: Diamanda Galas -…


An artificial neural network making predictions on live webcam input, trying to make sense of what it sees, in context of what itโ€™s seen before.

It can see only what it already knows, just like us.

(Trained on tens of thousands of images scraped from flickr. not ‘style transfer’ ๐Ÿ™‚

http://www.memo.tv/learning-to-see-you-are-what-you-see/

Music: Diamanda Galas – ‘Gloomy Sunday’

code based on (but more evolved version of)
https://github.com/memo/webcam-pix2pix-tensorflow

model (ie training + inference) based on
https://github.com/affinelayer/pix2pix-tensorflow

In turn based on
https://phillipi.github.io/pix2pix/
https://arxiv.org/abs/1611.07004

In turn based on
https://arxiv.org/abs/1406.2661

and
https://github.com/Newmu/dcgan_code
https://arxiv.org/abs/1511.06434

In turn based on
https://github.com/goodfeli/adversarial
https://arxiv.org/abs/1406.2661

In turn based on
http://people.idsia.ch/~juergen/deep-learning-overview.html