No, but maybe . You don't need to. Plenty of bodyweight stuff you can do at home with no kit .
It'll be easier in 5he gym with pull up bars, dip stations etc . And unless you have something that looks like a pullup bar at home/ in a park, training back will be tricky
Do I need to go to gym.to give calisthenics a go?