Artistic Style Transfer

Example project of artistic style transfer, where a new image is created based on two inputs, one representing the artistic style and one representing the content.

Environment

• OS: Windows 10 64bit
• Unreal Engine: 4.26.2
• NNEngine plugin v1.2 or above

Download

Demo project is available on GitHub.
Please download from the release page.

Run the demo

1. Extract the downloaded zip file and double-click ArtStyleTransfer.uproject.
2. After launching, follow the tutorial of /Content/NNEngineDemo-ArtisticStyleTransfer/Tutorial_ArtisticStyleTransfer.uasset.

Add an artistic Style

You can add a style by dragging and dropping any image file into the UE4 content browser to create a Texture asset, and then specifying it as the Style Texture of the ArtisticStyleTransferer actor.

Model details

See the following pages for the details of the model used in this project.

• Exploring the structure of a real-time, arbitrary neural artistic stylization network
• TFLite Tutorial