I still use Picasa to tag photos with face recognition. Haven't found anything even remotely better. I hoped for some advancements with the current ML hype.

For hints I would be thankful. Requirements: Must work offline, must store face information in the picture (XMP). Must work with ~1 TB of pictures. Digikam unfortunately sucks. Bad face recognotion and bad UI.