RealScaler is a Windows app powered by RealESRGAN AI to enhance, enlarge and reduce noise in photographs and videos.
- https://github.com/Djdefrag/QualityScaler / QualityScaler - image/video AI upscaler app
- https://github.com/Djdefrag/FluidFrames.RIFE / FluidFrames.RIFE - video AI interpolation app (RIFE-HDv3)
Real-ESRGAN - https://github.com/xinntao/Real-ESRGAN
RealScaler is completely written in Python, from backend to frontend. External packages are:
- AI -> torch / torch-directml
- GUI -> customtkinter
- Image/video -> openCV / moviepy
- Packaging -> nuitka
- Windows 11 / Windows 10
- RAM >= 8Gb
- Any Directx12 compatible GPU with >= 4GB VRAM
- Easy to use GUI
- Images and Videos upscale
- Multiple AI models
- Automatic image tiling and merging to avoid gpu VRAM limitation
- Resize image/video before AI upscaling
- Interpolation between the original and upscaled image/video
- Multiple Gpu support
- Compatible images - png, jpeg, bmp, webp, tif
- Compatible video - mp4, wemb, gif, mkv, flv, avi, mov, qt
- 1.X versions
- Switch to Pytorch-directml to support all Directx12 compatible gpu (AMD, Intel, Nvidia)
- New GUI with Windows 11 style
- Include audio for upscaled video
- Optimizing video frame resize and extraction speed
- Multi GPU support (for pc with double GPU, integrated + dedicated)
- Python 3.10 (expecting ~10% more performance)
- 2.X versions
- New, completely redesigned graphical interface based on @customtkinter
- Upscaling images and videos at once (currently it is possible to upscale images or single video)
- Upscale multiple videos at once
- Choose upscaled video extension
- Interpolation between the original and upscaled image/video
- More Interpolation levels (Low, Medium, High)
- Show the remaining time to complete video upscaling
- Support for SRVGGNetCompact AI architecture
- Metadata extraction and application from original file to upscaled file (via exiftool)
- Python 3.11 (expecting ~30% better performance)
- torch/torch-directml 2.0 (expecting ~20% better performance)
- 3.X versions
- Python 3.12
- torch/torch-directml 2.1
- Original
- RealESRGANx4 - upscaled in 3 minutes and 23 seconds
RealESRGAN_plus_x4.mp4
- RealESR_Gx4 - upscaled in 57 seconds