I have had a similar "issue", I never understood what do people see in art and why it always seems so hyped up. But just by getting more mature, and exposing yourself to different things and people, your perspective changes. That is what happened to me. I've started to notice that my eyes were getting more and more attracted to visual things. Photographs, paintings, etc. I've started to notice more details, more things came into place, the reason behind some of the works I've seen.
It's just my personal experience. I liked the natural transition. And it's still happening. I think it will never end. But if you're naturally leaning towards it, don't rush it. It's art. You don't have to understand it to love it, but over time you'll love it even more as it reveals itself.