RealScaler is a Windows app powered by RealESRGAN AI to enhance, upscale and de-noise photos 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 / onnxruntime-directml
- GUI -> customtkinter
- Image/video -> OpenCV / moviepy
- Packaging -> nuitka
- Windows 11 / Windows 10
- RAM >= 8Gb
- Any Directx12 compatible GPU with >= 4GB VRAM
- Elegant and easy to use GUI
- Image and Video upscale
- Multiple GPUs support
- Compatible images - jpg, png, tif, bmp, webp, heic
- Compatible video - mp4, wemb, mkv, flv, gif, avi, mov, mpg, qt, 3gp
- Automatic image tilling to avoid gpu VRAM limitation
- Resize image/video before upscaling
- Interpolation beetween original file and upscaled file
- Video upscaling STOP&RESUME
- PRIVACY FOCUSED - no internet connection required / everything is on your PC
- 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)
- 3.X versions
- New AI engine powered by onnxruntime-directml (https://github.com/microsoft/onnxruntime))
- Python 3.11 (performance improvements)
- Python 3.12 (performance improvements)
- Display images/videos upscaled resolution in the GUI
- Updated FFMPEG to version 7.x (latest release)
- Saving user settings (AI model, GPU, CPU etc.)
- Video multi-threading AI upscale
- Video upscaling STOP&RESUME
- Original
- RealESRGANx4 - upscaled in 3 minutes and 23 seconds
RealESRGAN_plus_x4.mp4
- RealESR_Gx4 - upscaled in 57 seconds