They've never been fun for me. Social anxiety mixed with general incompetence and physical pain. Yeah lot's of fun.
On the physical pain side of things - that's just the hump you have to get over, and I agree it sucks. Once your body is trained to do a basic minimum of exercise, the endorphins outweigh the painful aspects, and it feels good man. Like, really good.
To your original question, I suspect 20min a day walking is a bit low, both in terms of your overall exercise per week, and intensity. Intensity counts for a lot in fitness, IMO it's worth pushing it a couple of days a week, go for a run or something. Or join a club that does some kind of fun exercise.