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New way to navigate latent space. It preservers the underlying image structure and feels a bit like a powerful style-transfer that can be applied to anything. The trick is to...

Johannes Stelzer

1,490 subscribers

313,905 views • 2 years ago •via X (Twitter)

Science & Technology

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9 Comments

Johannes Stelzer2 years ago

selectively alter the embeddings in the decoder part of the diffusion process. The demo is powered by SDXL Turbo and is running in realtime. The MIDI controller is a great way of modifying variables in real time (see The prompts were...

Johannes Stelzer2 years ago

"photo of a red brick house, blue sky" as base prompt, the new decoder embeddings were "coral", "moss", "fire", "ice", "sand", "rusty steel" and "cookie".

MadMonkMani2 years ago

How could something like this be rigged up to an instrument. So when you hit certain notes or chords those particular frequencies facilitate image manipulation. I always thought it would be awesome to create art or visuals directly through an instrument or some form of sound interface.

Johannes Stelzer2 years ago

absolutely! working on coupling this to real time audio generation, leveraging synesthesia & immersion

Johannes Stelzer2 years ago

loving this! you got it. thank you!

DATA TRANSFER/Lauren(s)2 years ago

Ah yes, the eight elements: fuzz, moss, fire, ice, marble, sand, grunge, and bread.

Alexandre Binninger | The Graphics Frog2 years ago

This is soooo cool! I could definitely see that in an art or science museum, where the visitor could play with it in real time. Nice concept!!

Johannes Stelzer2 years ago

have done it with @lunarringart a while ago with good old VQGAN

ƨꭋɘƨꭋɘvdo2 years ago

it's very impressive, but that is an absolutely crazy way to turn knobs. are we sure the bottom is not also AI generated?

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