Decided to try out some machine-learning models for upscaling computer animations (in dvd resolution), namely testing Real-ESRGAN and Real-CUGAN.
https://www.youtube.com/playlist?list=PL40sErJUGj9Dfta3-JioYbl76nNvz5Nxb
Settled with ESRGAN and its model 'anime-plus'. My impression is that for the best end results, the optimal (and quite tedious) approach would've probably been to upscale using various models. After that, cherry picking per scene for best results (least artifact-y) and then video editing the lot to match the original cut.
Totally missed out on the detail that YT doesn't support 2880p resolution anymore. Oh well 🤷
#MachineLearning #VideoUpscaling #ESRGAN #CGI #Psytrance