Marketpress showing wrong preview images on wordpress site.

I am building a website that will sell some products and can be found Here http://www.simplycottage.ca/store/products/

The wrong preview images seem to show up when adding products. I am scratching what left of my hair off trying to solve the issue. Any suggestions?