ReSR.Scaler - image/video deeplearning upscaler for any GPU (Real-ESRGAN/Pytorch)

ReSR.Scaler

Qualityscaler is a Windows app that uses Real-ESRGAN artificial intelligence to enhance, enlarge and reduce noise in photographs and videos, compatible with any gpu.

Requirements. 🤓

• Windows 11 / Windows 10
• Ram >= 8Gb
• Directx12 compatible GPU
  • any AMD >+ Radeon HD 7000 series
  • any Intel HD Integrated >= 4th-gen core
  • any NVIDIA >= GTX 600 series
• CPU [works without GPU, but is very slow]

Features. 🛠

• Easy to use GUI
• Images and video upscale
• Drag&drop files [image/multiple images/video]
• Automatic imageTiles/Merging to avoid gpu VRAM limitation
•  Resize image/video before upscaling
• Cpu and Gpu backend
• Compatible images - png, jpeg, bmp, webp, tif 
• Compatible video  - mp4, wemb, gif, mkv, flv, avi, mov, qt 

Next steps. 🤫

1.   [X] - New GUI with Windows 11 style
2.   [X] Include audio for upscaled video
3.   [X] - Switch to Pytorch-directml to support all existing gpu (AMD, Intel, Nvidia)
4.  Update libraries 
   1.  Python 3.10 (expecting ~10% more performance) 
   2.  Python 3.11 (expecting ~30% more performance, now in beta)