If a woman looks at me repeatedly in public, is it a good idea to go up and talk to them if I’m interested?

I'm trying to meet someone as I've been single for a while, and I'm wondering if talking to someone in public who is showing interest could be a good idea? Has anyone gotten a date or met a long-term partner like this?