Can a boy get crush on female teacher in high school?

Yes, it's possible for a high school boy to develop a crush on a female teacher. It's important to remember, however, that acting on those feelings would be inappropriate and potentially harmful, as it constitutes a power imbalance. The teacher is in a position of authority, and any romantic or sexual relationship would be unethical and potentially illegal.