I think deep learning can only get us so far with the existing, limited, data. I doubt it will be enough for precise structure reconstruction (but I would love to be wrong).

What it can be is a force multiplier for every progress in our understanding of why those sequences are transcribed into those structures.

But I have to admit that, with years of head-on, the research has not gotten there so I might be wrong.