bearpaw/pytorch-pose

some question on preprocessing mpii

nitba opened this issue · 1 comments

nitba commented

Hi @bearpaw ,
Thank you so much for your great job,
I have one question when this condition occur in dataset? what kind of situations it cares about

if new_size < 2:

Thanks,

        if new_size < 2:
            return torch.zeros(res[0], res[1], img.shape[2]) \
                        if len(img.shape) > 2 else torch.zeros(res[0], res[1])

If the cropped region is less than 2 pixel, then it's just a one-pixel region. In this case, we just return a "blank" image with predefined resolution (e.g. 256x256).

Usually, this will never happen unless there are errors in groundtruth annotations.