Multi image embedding


I wanted to encode multiple images to construct a single 3d object. To do so, I want to use as many images as possible, say around 1000. So, I was wondering if there is any encoding that would help achieve it and wondering if that encoding would be permutation invariant.

I would greatly appreciate if there is any suggestion or direction that may help me achieve that.