This dataset has wrong annotations
Hey @ydayer,
I'm rearranging world, dev, and eval in this dataset.
Have you noticed that the metadata is inconsistent? For instance, if you do:
>>> dataframe[dataframe.id_num==286810]
id_num picture_num dob doa race gender age photo
37850 286810 1 04/04/1986 05/11/2006 B M 20 Album2/286810_01M20.JPG
37851 286810 2 04/04/1986 08/16/2006 A M 20 Album2/286810_02M20.JPG
37849 286810 0 04/04/1986 01/24/2006 H M 19 Album2/286810_00M19.JPG
>>> dataframe[dataframe.id_num==295087]
id_num picture_num dob doa race gender age photo
39551 295087 0 05/18/1960 10/23/2006 A M 46 Album2/295087_00M46.JPG
39552 295087 1 05/18/1960 10/25/2006 H M 46 Album2/295087_01M46.JPG
dataframe[dataframe.id_num==328749]
id_num picture_num dob doa race gender age photo
50810 328749 0 07/28/1971 05/12/2006 W M 34 Album2/328749_00M34.JPG
50811 328749 1 07/28/1971 05/19/2007 A M 35 Album2/328749_01M35.JPGThere are several more examples