StyleGANXL+CLIP notebook

A notebook for Out-of-Domain text-based image generation using the new StyleGAN-XL¹ and CLIP². Now with W+ optimization (thanks to Katherine Crowson) and video generation.

Examples

Two judo athletes fighting	An ant	A red apple

Acknowledgements

The notebook is largely based on code by Katherine Crowson and nshepperd.

We are also very grateful for the help of the CasualGANPapers community and especially Axel Sauer for taking it's time to help us and answer our questions.

Footnotes

1. StyleGANXL was created by Axel Sauer and Katja Schwarz and Andreas Geiger. Here is the official implementation. ↩

2. CLIP (Contrastive Language-Image Pre-Training) is a multimodal model made by OpenAI. For more information head over here. y ↩