nightmareai/latent-sr

Upscale images with the latent diffusion superresolution model

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Run time and cost

This model runs on Nvidia T4 GPU hardware. Predictions typically complete within 13 minutes. The predict time for this model varies significantly based on the inputs.

Readme

This is an implementation of the latent diffusion superresolution upscaler found in this notebook:

https://colab.research.google.com/drive/1xqzUi2iXQXDqXBHQGP9Mqt2YrYW6cx-J?usp=sharing#scrollTo=aCoHC2jbq_Ka

Results from testing so far show it to be very good with textures and fine details on generated images, but poor on real-world jobs.

@misc{rombach2021highresolution,
      title={High-Resolution Image Synthesis with Latent Diffusion Models}, 
      author={Robin Rombach and Andreas Blattmann and Dominik Lorenz and Patrick Esser and Björn Ommer},
      year={2021},
      eprint={2112.10752},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}