Closed ChinaYi closed 2 years ago
prior.pickle is just a pickled version of this script. This is a hand made prior suggested by iCAN. Therefore, it is not perfect. However, unlike HICO-DET there are unknown action-object combinations (~7% of total action-object combinations) in V-COCO test set. That is why I decided to use this prior. I guess using a better prior will generate a better performance. But for creating a perfect prior, we need to utilize both training and testing data, I am not sure if that is the correct thing to do.
Thks
This file seems to be used to determine the types of interactions that objects may participate in, but I do not know how to generate it. I try to traverse all the training and test data and record the interaction categories that the object may participate in,but I get totally different results compared to the prior.pickle.