adirik / stylemc-old

Text-Guided Image Generation and Manipulation

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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}
}