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Dataset enquiry

Open petertran1811 opened this issue 3 years ago • 3 comments

Thank you for your excellent work. Could you provide the information about the 120000 dataset used in the paper? I randomly take images from the set, however, the performance is not so good.

petertran1811 avatar Dec 08 '22 04:12 petertran1811

Hi, I don't have the accurate file list. How did you randomly take images? Please try to follow the experiment instructions about CBN and use all sub datasets.

tyz1994 avatar Dec 08 '22 05:12 tyz1994

Thank you for your reply. I randomly took 500 ids from the unrrealv1_2 and trained them on Vision transformer backbone. I have done the same thing for 500 ids taken from market and msmt dataset. By evaluating in the same test set, the model trained on unrealv1_2 was far poorer than the other twos.

petertran1811 avatar Dec 08 '22 11:12 petertran1811

unrealv1.2 has only one scene and one person type. It's not a surprise that only using one subset doesn't show the advantages of unreal synthesis.

tyz1994 avatar Dec 08 '22 11:12 tyz1994