Datasets:
dataset_info:
features:
- name: image
dtype: image
- name: mask
dtype: image
splits:
- name: train
num_bytes: 831156283.26
num_examples: 17706
download_size: 0
dataset_size: 831156283.26
task_categories:
- image-segmentation
task_ids:
- semantic-segmentation
size_categories:
- 10K<n<100K
Dataset Card for Human parsing data (ATR)
A lot of the images are aligned but there are some issues with the original dataset causing some images not to be aligned. So in the next few days I'll try and remove any examples which are clearly misalligned.
Table of Contents
- Table of Contents
- Dataset Description
- Dataset Structure
- Dataset Creation
- Considerations for Using the Data
- Additional Information
Dataset Description
- Homepage:
- Repository:
- Paper:
- Leaderboard:
- Point of Contact:
Dataset Summary
This dataset has 17,706 images and mask pairs. It is just a copy of Deep Human Parsing ATR dataset. The mask labels are: "0": "Background", "1": "Hat", "2": "Hair", "3": "Sunglasses", "4": "Upper-clothes", "5": "Skirt", "6": "Pants", "7": "Dress", "8": "Belt", "9": "Left-shoe", "10": "Right-shoe", "11": "Face", "12": "Left-leg", "13": "Right-leg", "14": "Left-arm", "15": "Right-arm", "16": "Bag", "17": "Scarf"
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation
Curation Rationale
[More Information Needed]
Source Data
Initial Data Collection and Normalization
[More Information Needed]
Who are the source language producers?
[More Information Needed]
Annotations
Annotation process
[More Information Needed]
Who are the annotators?
[More Information Needed]
Personal and Sensitive Information
[More Information Needed]
Considerations for Using the Data
Social Impact of Dataset
[More Information Needed]
Discussion of Biases
[More Information Needed]
Other Known Limitations
[More Information Needed]
Additional Information
Dataset Curators
[More Information Needed]
Licensing Information
[More Information Needed]
Citation Information
[More Information Needed]
Contributions
@ARTICLE{ATR, author={Xiaodan Liang and Si Liu and Xiaohui Shen and Jianchao Yang and Luoqi Liu and Jian Dong and Liang Lin and Shuicheng Yan}, journal={Pattern Analysis and Machine Intelligence, IEEE Transactions on}, title={Deep Human Parsing with Active Template Regression}, year={2015}, volume={37}, number={12}, pages={2402-2414}, doi={10.1109/TPAMI.2015.2408360}, ISSN={0162-8828}, month={Dec}}
@InProceedings{CO-CNN, author={Xiaodan Liang and Chunyan Xu and Xiaohui Shen and Jianchao Yang and Si Liu and Jinhui Tang and Liang Lin and Shuicheng Yan}, journal ={Pattern Analysis and Machine Intelligence, IEEE Transactions on}, title={ICCV}, year={2015}, }