Do you guys actually want a relationship with your hallway crush?

I just learned that I’m the hallway crush of the girl I’m crushing on at school . I’ve never talked to her or had any classes with her but she’s like the prettiest girl I’ve ever seen . Should I shoot my shot or do I just leave it at that and take it as a compliment? She’s shy so I really got no idea on how to initiate either