» Waifu Synthesis
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Waifu Synthesis

credits Kyle McLean

Waifu Synthesis- real time generative anime

Bit of a playful project investigating real-time generation of singing anime characters, a neural mashup if you will.

All of the animation is made in real-time using a StyleGan neural network trained on the Danbooru2018 dataset, a large scale anime image database with 3.33m+ images annotated with 99.7m+ tags.

Lyrics were produced with GPT-2, a large scale language model trained on 40GB of internet text. I used the recently released 345 million parameter version- the full model has 1.5 billion parameters, and has currently not been released due to concerns about malicious use (think fake news).

Music was made in part using models from Magenta, a research project exploring the role of machine learning in the process of creating art and music.

Setup is using vvvv, Python and Ableton Live.
everyoneishappy.cominstagram.com/everyoneishappy/

StyleGan, Danbooru2018, GPT-2 and Magenta were developed by Nvidia,gwern.net/Danbooru2018, OpenAI and Google respectively.

Models
GPT-2 Text
everyoneishappy, Monday, Jul 1st 2019 Digg | Tweet | Delicious 1 comments  
sinao 01/07/2019 - 15:35

Awesome. I’ve been following your project since you created an Instagram post and try to recreate it a bit.

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Shoutbox

~1min ago

karistouf: the reset shortut alt right doenst do it

~4min ago

karistouf: @joreg, i know but i dint see any "revert to normal way " shortcut...

~1h ago

joreg: @karistouf you can find all shortcuts for vvvv beta listed here: https://betadocs.vvvv.org/using-vvvv/the-user-interface/ui-reference.html

~2h ago

karistouf: HAEM.... on beta, how to get ride of of the Always on the top option ?

~11d ago

ravazquez: indeed!

~11d ago

schlonzo: kickass shader @evvvvil

~12d ago

evvvvil: "Reclaim the streets" - Winning shader live coded live at revision 2021 shader showdown semi final. https://www.shadertoy.com/view/fdSGWw