Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy.
Kaiyu YangKlint QinamiLi Fei-FeiJia DengOlga RussakovskyPublished in: CoRR (2019)
Keyphrases
- hierarchical structure
- pascal voc
- million images
- linear svm
- spatial distribution
- adaptive filtering
- object detection
- benchmark datasets
- tree structure
- bag of words
- information filtering
- filtering method
- data sets
- data distribution
- lower level
- web scale
- image filtering
- probability distribution
- feature space
- neural network