nightmareai / arf-svox2

Artistic Radiance Fields - Transfer the style of an image to a 3D scene (NeRF)

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Run time and cost

This model costs approximately $0.38 to run on Replicate, or 2 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 29 minutes. The predict time for this model varies significantly based on the inputs.

Readme

The ARF code defaults to 10 epochs but I’ve lowered it considerably to avoid Replicate timeouts. Be patient from a cold start; warm-up takes a while due to installing CUDA extensions, then the scene may have to download (currently none are in the image).

All credit goes to the authors of the paper/code.

@misc{zhang2022arf,
      title={ARF: Artistic Radiance Fields}, 
      author={Kai Zhang and Nick Kolkin and Sai Bi and Fujun Luan and Zexiang Xu and Eli Shechtman and Noah Snavely},
      year={2022},
      booktitle={arXiv},
}