Aggravated with Husband

We got a 2 year old dog in January(pitbull). We said hey he's potty trained and he's not too old. Well with that being said he has peed in the house more than I can remember (at least 15). The last he did it I told him I was done with the dog, reason why because he came in the bathroom while I was using the bathroom and lifted his leg and started peeing as he stared at me and continued to make a pee trail all the way to the kitchen and left a HUGE puddle of pee in the middle of the kitchen and he had been outside all day,so no reason to do that. My husband said we have to give him away and I agreed. I explained to him that I will not constantly be cleaning up pee, he knows better than that. I also told him he's at work literally all day and if he wants to keep him he will literally be my responsibility and I don't want to keep him. The baby can literally come anyday now and I will not be dealing with a dog who doesn't listen and pees all over the house with a newborn I can already tell it's going to be overwhelming for me. We live in a 2nd floor apartment and I told my husband he can't just keep letting him use the bathroom on the porch anymore(I can't take him walking this far along he pulls me too much and my husband works all day so he barely walks) I also told him I feel we are not in a stable enough place to have a dog,especially one who requires so much attention. But today he calls me while he is at work and tells me he wants to keep the dog 🙄. After telling him how much work that would be for me... More than him , he still wants to keep him . He said he's going to train him and take him for walks on a schedule BUT I know my husband he has this brilliant plan but he is not going to be able to follow through with it especially when our baby gets here.  I feel like this is really going to put a strain on our relationship. It may sound cruel but I want nothing to do with this dog anymore. He's caused too much trouble for me to want to keep him at this point and when the baby comes I just know nothing is going change , if anything it'll get worse I'm beyond frustrated idk what to do.