What are some good image upscaler libraries that exist? I'm assuming the high quality ones would need to use some AI model to fill in missing detail.

Waifu2x - I've used the library to upscale both old photos and videos with enough success to be pleased with the results.

https://github.com/nagadomi/waifu2x