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aegis-image-stylizer's Introduction

Aegis image stylization node

Powered by models from Arbitrary Image Stylization TFJS by reiinakano (Reiichiro Nakano).

Environment

  • PORT - the port to listen on
  • STYLE_NAME - name of the style model to use; options are mobilenet-style (default) or inception-style
  • TRANSFORMER_NAME - name of the transformer model to use; options are seperable-transformer (default) or original-transformer
  • OUTPUT_SIZE - maximum dimension of the image to generate (defaults to 512)
  • STYLE_SCALE - style scale to use if not overridden by request (defaults to 0.5)
  • STYLE_RATIO - strength of style to use if not overridden by request (defaults to 0.8)

Usage

POST the following data to /stylize:

{
  content: "<base64 encoded content image>",
  styles: ["<base64 encoded style image>" ...],
  scale: 0.5, //optional; any real number 0.25..2 suggested
  ratio: 0.8 //optional; 0..1 range
}

TODO

  • Create routes for generating/combining style vectors and stylizing with previously created style vectors

aegis-image-stylizer's People

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