adirik / stylemc-old

Text-Guided Image Generation and Manipulation

  • Public
  • 824 runs
  • GitHub
  • Paper
  • License
Run with an API
Playground API Examples README Versions

😵 Uh oh! This model can't be run on Replicate because it was built with a version of Cog or Python that is no longer supported. Consider opening an issue on the model's GitHub repository to see if it can be updated to use a recent version of Cog. If you need any help, please Contact us about it.

Examples

View more

Run time and cost

This model costs approximately $0.016 to run on Replicate, or 62 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 73 seconds. The predict time for this model varies significantly based on the inputs.

Readme

StyleMC: Multi-Channel Based Fast Text-Guided Image Generation and Manipulation

stylemc

Paper: https://arxiv.org/abs/2112.08493
Video: https://www.youtube.com/watch?v=ILm_5tvtzPI

Citation

This repo is built on the official StyleGAN2 repo, please refer to NVIDIA’s repo for further details.

If you use this code for your research, please cite our paper:

@inproceedings{kocasari2022stylemc,
  title     = {StyleMC: Multi-Channel Based Fast Text-Guided Image Generationand Manipulation},
  author    = {Umut Kocasari and Alara Dirik and Mert Tiftikci and Pinar Yanardag},
  booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
  year      = {2022}
}