SuperVideoSR-video-super-resolution-webapp

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Super Video SR

Video super-resolution web app
Watch demo »

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About The Project

Video super-resolution webapp. Fastest and powerful. Support Real-ESRGAN, ESRGAN, SWINIR, GFPGAN.

:leopard: Good news: we now support restormer~

Feature:

• [x] Model
  • [x] SWINIRx4
  • [x] RealESRGANx4
  • [x] ESRGANx4
  • [x] GFPGAN (Face Restoration)
  • [x] Restormer (motion deblur and etc.)
  • [ ] RealESRGANx4-TRT
  • [ ] RealBasicVSR
• [x] Inference Speed-up
  • [x] Batchsize adjustment (fast)
• [x] Codec Framework
  • [x] FFMPEG streaming
  • [x] TorchVision
  • [ ] FFMPEG c++ backend
• [x] others
  • [x] Frame interpolation (customize FPS)
  • [x] Tiling
  • [ ] IDR-only SR
  • [ ] Live Streaming

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Built With

• 
• Gradio
• Onnxruntime

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Getting Started

Prerequisites

Clone Prompt-Gallery extension.

git clone https://github.com/dr413677671/super-video-super-resolution.git

For ESRGAN you need to install CUDA>>

It would be extreamly slow if you dont have cuda anyway>>

Installation

pip install <repo-directory>/requirements.txt

Install FFMPEG.

Usage

python3 <repo-directory>/app.py

Visit http://127.0.0.1:7860 in browser, checkout ./output and ENjoy ! ๐•ᴗ•๐>

Contact

Acknowledgments

Based on these brilliant repos:

• stable-diffusion-webui
• Real-ESRGAN
• Real-ESRGAN-GUI
• SwinIR
• GFPGAN
• Restormer
• Swin2SR
• Gradio
• FFmpeg
• Logo genetrared by Stable-Diffusion

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