Q17 #
Blockchain
Name
Quasimondo 2017
Contract Address
Token ID
2
Token Standard
ERC-721
Description
A GAN feedback loop that generates faces from scratch. This is the third evolutionary stage of my practice to link two custom trained pix2pix GANs together where one has been trained to transform face markers to face images and another one that makes the opposite transformation. Whilst the feedback loop starts from random noise, the single-purpose training of the models very quickly leads to emerging faces which do not remain static due to interpretation errors each of the models introduces into the process.
In 2017 I spent several months on trying to improve the amount of details pix2pix could produce by experimenting with changes to the GAN's architecture, altering the training methods and the hyperparameters. One reason this model's output is in greyscale is that it allowed my to increase the rendering resolution and get a richer variety of texture details.
Properties
Artist
Mario Klingemann
Original Creation Date
November 11th 2017
Duration
1m 31s
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