cjwbw / supir

Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild. This version uses LLaVA-13b for captioning.

replicate.com
Total runs: 176.6K
24-hour runs: 0
7-day runs: 800
30-day runs: 5.5K
Github
Model's Last Updated: February 24 2024

Introduction of supir

Model Details of supir

Readme
Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild

NOTE : Due to the memory requirement for LLaVA-13b and both SUPIR-v0F and SUPIR-v0Q , this model is posted on 80G A100. To run on 40G A40, try models https://replicate.com/cjwbw/supir-v0q or https://replicate.com/cjwbw/supir-v0f that do not include LLaVA-13b.

  • SUPIR-v0Q : Default training settings with paper. High generalization and high image quality in most cases.
  • SUPIR-v0F : Training with light degradation settings. Stage1 encoder of SUPIR-v0F remains more details when facing light degradations.

BibTeX
@misc{yu2024scaling,
  title={Scaling Up to Excellence: Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild}, 
  author={Fanghua Yu and Jinjin Gu and Zheyuan Li and Jinfan Hu and Xiangtao Kong and Xintao Wang and Jingwen He and Yu Qiao and Chao Dong},
  year={2024},
  eprint={2401.13627},
  archivePrefix={arXiv},
  primaryClass={cs.CV}
}

Pricing of supir replicate.com

Run time and cost

This model costs approximately $0.23 to run on Replicate, or 4 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 A100 (80GB) GPU hardware . Predictions typically complete within 3 minutes. The predict time for this model varies significantly based on the inputs.

Runs of cjwbw supir on replicate.com

176.6K
Total runs
0
24-hour runs
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3-day runs
800
7-day runs
5.5K
30-day runs

More Information About supir replicate.com Model

supir replicate.com

supir replicate.com is an AI model on replicate.com that provides supir's model effect (Practicing Model Scaling for Photo-Realistic Image Restoration In the Wild. This version uses LLaVA-13b for captioning.), which can be used instantly with this cjwbw supir model. replicate.com supports a free trial of the supir model, and also provides paid use of the supir. Support call supir model through api, including Node.js, Python, http.

cjwbw supir online free

supir replicate.com is an online trial and call api platform, which integrates supir's modeling effects, including api services, and provides a free online trial of supir, you can try supir online for free by clicking the link below.

cjwbw supir online free url in replicate.com:

https://replicate.com/cjwbw/supir

supir install

supir is an open source model from GitHub that offers a free installation service, and any user can find supir on GitHub to install. At the same time, replicate.com provides the effect of supir install, users can directly use supir installed effect in replicate.com for debugging and trial. It also supports api for free installation.

supir install url in replicate.com:

https://replicate.com/cjwbw/supir

supir install url in github:

https://github.com/chenxwh/SUPIR

Url of supir

Provider of supir replicate.com

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