Is it normal for gyms to continue billing you when auto-renew is off?

I signed up for a month-to-month gym membership with the intention of only using it during the summer, and turned off auto-renew since the beginning in July. However, I’m still getting charged monthly payments, and also had to pay the annual fee. Is this standard for most gyms, and is it possible to get a refund if I contact them?