Husband thinks pregnant sex is weird and I feel so ugly

So since I've gotten pregnant our sex life has taken a hit. First trimester I had spotting every now and then and we were trying to be careful but still did it every week or every two weeks. But since I've started showing my husband seems not interested. I don't have any risks in my pregnancy so there is no medical reason for him to try to abstain.
He still kisses me and touches my boobs and butt but he says that sex is tiny bit weird because (I quote him) there is a tiny precious life inside me. So he kept telling me he still thinks I'm absolutely beautiful and he wants me and loves me and finds me attractive and blah blah blah. But I feel completely gross about myself like I'm the ugliest thing out there. We talked and he said that he still wants me and that we will still have sex and all that but that it's just "1% awkward to get it on while there is a baby inside you". 
I've read that it's common but I though we have talked about this before and he seemed to think it was fine. And now I just feel completely ugly, fat, unattractive and just gross and hating how my body is changing. All I can think about is that I'm just gonna get bigger, my belly will be huge and now I'm like damaged goods. 
I don't know what to do, he said all the right things but I still feel like crap and can't stop crying.