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StyleGan3+Clip as a Service

Implementation of StyleGan3+Clip using microservices (so you can use it directly)

The code is inspired by the official paper and other resources.

A gentle introduction to StyleGan is avaiable here.

Installation

Make sure to have docker installed and an accessible GPU.

git clone https://github.com/chumpblocckami/StyleGan3Clip_Service.git

cd StyleGan3Clip_Service

docker-compose up

then the service will be up and running at http://localhost:5000.

Usage:

Frontend

The attributes to enter are:

  • model: the model used to perform the GAN. For more info: Pretrained models
  • text: the text to generate the style from.
  • steps: how many cycles to perform.
  • seed: same number will reproduce the same result.

Results:

MODEL TEXT STEP SEED START END TRANSITION
FFHQ Harry Potter trading card game artwork 200 - start end transition

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StyleGan3 and Clip as a Service

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