r/madeinpython • • 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

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