No problem as long as you have taken good care of the dogs (bath them weekly and beware of the hygiene, vaccumn the floor as there maybe some hair fallen off). Baby can play with doggies. But of course, you must have to keep an eye on them when they are playing and you have to make sure your dog will not be jealousy.
I also got 3 dogs at home and my daughter is now 2 years old.