gpkg.magenta.image

gpkg.magenta.image provides image related models from TensorFlow Magenta.

Name gpkg.magenta.image
Description Image generators from the Magenta project (Guild AI)
Version 0.5.1
Source https://github.com/guildai/index/tree/master/gpkg/magenta/image
Author Guild AI

arbitrary-stylize model

Fast artistic style transfer using arbitrary painting styles.

Operations

generate

Generate stylized images using one or more style images.
Flag Description Default
content‑images Path to content images (include glob pattern matching images). required
image‑size Size of images. 1024
interpolation‑weights Interpolation weights This value is a list of float values inside square brackets. Each value is a weight for interpolation between the parameters of the identity transform and the style parameters of the style image. The larger the weight is the strength of stylization is more. Weight of 1.0 means the normal style transfer and weight of 0.0 means identity transform. [1.0]
style‑images Path to style images (include glob pattern matching images). required

Resources

References

pretrained-stylize model

Implementation of 'A Learned Representation for Artistic Style'.

Operations

generate

Generate stylized image using a pretrained model.
Flag Description Default
image Image to stylize. required
style Style to apply (monet or varied). required

Resources

magenta

Magenta Python distribution.

References