Can working out actually help boost self-confidence and help reduce depression?

In your experience, did it help you with depression? I've been struggling for a while now and noticed my confidence has vanished. I did start to try to work out last week, but immediately stopped. Most days I can't get up from bed. Hoping to read some positive experiences so it can give a push.