this is all an issue of a data set bias that the only pictures of opening refrigerators are in this opening fridge action so let's add some negative images of just open fridges like from from you know maybe Amazon product search and then everything will be fine now I'm starting to think that while data set bias is a problem it's not the whole problem because in a sense this data set bias will never go away it's there is no way that the data the data is finite so they will never be able to fix all the holes there will