Desktop Image Upscaler
AI & Machine Learning
What it can do:
* increases images by 2–4 times with natural detail and clear textures
* restores faces without the "plastic" effect
* supports batch processing, drag&drop, and before/after preview
* uses GPU (auto-detection) or CPU, optimizing memory through tiles
* keeps a progress log and works reliably even with large files
Technical part: PyTorch, OpenCV, PyQt interface. Works on Windows and Linux, fully offline with local weights.
For example: upscaling the first episode of Berserk from 480p to 2K took 1 hour and 28 minutes on a 5070 Ti graphics card.
* increases images by 2–4 times with natural detail and clear textures
* restores faces without the "plastic" effect
* supports batch processing, drag&drop, and before/after preview
* uses GPU (auto-detection) or CPU, optimizing memory through tiles
* keeps a progress log and works reliably even with large files
Technical part: PyTorch, OpenCV, PyQt interface. Works on Windows and Linux, fully offline with local weights.
For example: upscaling the first episode of Berserk from 480p to 2K took 1 hour and 28 minutes on a 5070 Ti graphics card.