dataset_info:
features:
- name: pixel_values
dtype: image
- name: label
dtype:
class_label:
names:
'0': label
'1': pixel_values
splits:
- name: train
num_bytes: 125816829.116
num_examples: 33412
- name: test
num_bytes: 7589050
num_examples: 2000
download_size: 797334593
dataset_size: 133405879.116
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
- split: test
path: data/test-*
Dataset Card for Dataset Name
The Active Template Regression (ATR) dataset comprises 18 semantic category labels, including face, sunglasses, hat, scarf, hair, upper clothes, left arm, right arm, belt, pants, left leg, right leg, skirt, left shoe, right shoe, bag, dress, and background. A total of 17,700 images were incorporated into the ATR dataset. 16,700 images were designated for training, and 1,000 for testing.
- Curated by: Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan
- Shared by: Xiaodan Liang, Si Liu, Xiaohui Shen, Jianchao Yang, Luoqi Liu, Jian Dong, Liang Lin, Shuicheng Yan
- License: MIT
Dataset Sources
- Repository: https://github.com/lemondan/HumanParsing-Dataset
- Paper: Deep Human Parsing with Active Template Regression
Human Parsing Labels
- 0: background
- 1: hat
- 2: hair
- 3: sunglasses
- 4: upperclothes
- 5: skirt
- 6: pants
- 7: dress
- 8: belt
- 9: leftshoe
- 10: rightshoe
- 11: face
- 12: leftleg
- 13: rightleg
- 14: leftarm
- 15: rightarm
- 16: bag
- 17: scarf
Uses
Semantic segmentation, and more specifically, human body parsing.
Dataset Card Authors
Christian Kotait
BibTeX:
@article{liang2015deep, title={Deep human parsing with active template regression}, author={Liang, Xiaodan and Liu, Si and Shen, Xiaohui and Yang, Jianchao and Liu, Luoqi and Dong, Jian and Lin, Liang and Yan, Shuicheng}, journal={IEEE transactions on pattern analysis and machine intelligence}, volume={37}, number={12}, pages={2402--2414}, year={2015}, publisher={IEEE} }