datasetGAN_release icon indicating copy to clipboard operation
datasetGAN_release copied to clipboard

Mismatch between images and annotations in Cat-16

Open yangyu12 opened this issue 3 years ago • 2 comments

Hi, I have found that in Cat-16 some annotations do not match the images. Examples are as follows

Index Provided in Google drive Generated from StyleGAN Annotation shown in supplementary material
image_23 image image image image
image_26 image image image image

Clearly, neither the images provided in Google drive nor the images generated from StyleGAN could match the annotations, but only the images shown in the supplementary material can match the annotations. I think this mismatch is quite obvious as an additional leg is annotated in image_23 while one leg is missing in annotations of image_26. I tend to believe that the released images and latents are wrongly taken. Is it possible to fix this issue?

yangyu12 avatar Sep 08 '21 12:09 yangyu12

Hi, Thank you for pointing this out. There is a discrepancy caused by the noise channel and we are looking into it. At the same time, please ignore those two annotations.

arieling avatar Sep 08 '21 14:09 arieling

Hi, I do not think it is caused by the noise channel. Look at the first two columns which show that the images provided in Google drive can be recovered with StyleGAN given the provided latents. Moreover, Car and Face do not have this issue.

yangyu12 avatar Sep 09 '21 05:09 yangyu12