SUMMARY *** It would be very nice to add neural-network based upscaling algorithms to digikam. I don't know what the best library is for that purpose, but I do know that OpenCV (which is already a dependency) has some implementations: see https://learnopencv.com/super-resolution-in-opencv/ for some sample code and pictures *** STEPS TO REPRODUCE N/A as it is not a crash OBSERVED RESULT N/A EXPECTED RESULT When using the resize plugin, an alternative option could be added similar to the existing one for cimg. It would active setting dialogs allowing to choose parameters for OpenCV's algorithms, typically the kind of algorithm to use. SOFTWARE/OS VERSIONS Applicable to all platforms ADDITIONAL INFORMATION