search

DirtyHarryLYL / HOI-Learning-List

A list of Human-Object Interaction Learning.
586 stars 57 forks source link

wrong images for repair bike? #5

Closed monacv closed 3 years ago

monacv commented 3 years ago

Hi do you know why we have wrong images for repair bike? data/hico_20160224_det/images/train2015/HICO_train2015_00030009.jpg Screenshot from 2021-04-23 17-06-26 this is not repair but has repair bike and carry bike labels

this image clearly is not repairing or carrying a bike

I check quite a couple and all seems to be consistently wrong for repair bike.

Other wrong examples data/hico_20160224_det/images/train2015/HICO_train2015_00001762.jpg Screenshot from 2021-04-23 17-11-18

data/hico_20160224_det/images/train2015/HICO_train2015_00033539.jpg Screenshot from 2021-04-23 17-12-25

HICO_train2015_00012629.jpg Screenshot from 2021-04-23 17-13-04

monacv commented 3 years ago

also noticed that this image is labeled as wash bicycle

data/hico_20160224_det/images/train2015/HICO_train2015_00003345.jpg

Screenshot from 2021-04-23 19-11-16

I think there are two problems with this image:

  1. there is no washing action
  2. the human is so far away from the bike that basically there is no human-object interaction
DirtyHarryLYL commented 3 years ago

Hi, this may be wrong annotations from hico-det, if the label file is the one corresponding to this image. You could fix the labels in this situation. As the large-scale annotations, sometimes the annotators may give wrong answers.

ASMIftekhar commented 3 years ago

@monacv hello, do you have any statistics about how many of them are actually wrong?