Contact Pictures Disappearing on iPhone 6s Plus

I am having an intermittent problem. I assign pictures to my contacts in my address book. They are there for a while but at some point they disappear off of the contacts. I have no idea why this is happening and am getting tired of having to edit the contacts to put the pictures back on them. Has anybody else run into this problem and if so were they able to solve it and how?