Should I be intimidated to lift weights at a gym because I'm a girl?

I'm wanting to start up at the gym again. I weight lift and bench press as well as cardio. I get embarrassed lifting weights infront of guys.. I feel like they think it's a "guy" thing.. Any opinions?
Should I be intimidated to lift weights at a gym because I'm a girl?
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