No need to be so hostile.

Installing docker desktop is fine but if you are on Linux and in any way comfortable using the command line I’d definitely run without the desktop part. Just docker and the composer addon is enough.

That nginx proxy manager recommends desktop for Linux environments which most of the time don’t even have a GUI is a bit bizar tbh.

Looking up similar images and searching for crops are computer vision topics, not large language model (basically text predictor) or image generation ai topics.

Image hashing has been around for quite a while now and there is crop resistant image hashing libraries readily available like this one: https://pypi.org/project/ImageHash/

It’s basically looking for defining features in images and storing those in an efficient searchable way probably in a traditional database. As long as they are close enough or in the case of a crop, a partial match, it’s a similar image.