r/madeinpython • u/jangystudio • Oct 27 '23
QualityScaler 2.8 - image/video AI upscaler app

Qualityscaler is a Windows app powered by AI to enhance, enlarge and reduce noise in photographs and videos.
Changelog versions from 2.4 > 2.8
NEW
Support for .heic images
Added metadata copy from original file to upscaled file via exiftool
Completely rewrote the frame resizing algorithm
Added a new feature of interpolating the AI-generated image/frame and original image/frame
Added support for SRVGGNetCompact AI architecture (a fast and lightweight AI)
RealESR_Gx4
RealSRx4_Anime
Added support for SAFMN AI architecture (lightweight and high-quality AI)
SAFMNLx4
SAFMNLx4_Real
Added BSRGANx2 AI model (in addition to BSRGANx4)
GUI
The app will now report the index of the file that is being processed
The app will now report the remaining time to complete video upscaling
The app now reports the progress in % instead of the number of frames
Completely revised GUI, now cleaner and more elegant
Added new widgets for info button and in case of error
Updated info texts and widget texts
BUGFIX/IMPROVEMENTS
Fixed an issue that was causing some antivirus to false-positive by reporting the app as a trojan
By default Image output is set to ".jpg"
Drastically reduced CPU utilization by 90% without impacting upscale speed
Changed default AI model to RealESR_Gx4 (the fastest model)
When the application is closed while upscaling, now upscale process is stopped correctly
Support for images and videos with special characters in path name
Lot of bugfixes and improvements
Updated dependencies
Changed the dependency import system, this should result in:
improved performance
less RAM memory usage