Human pose estimation has been studied for years.
However, it is difficult to create a universal dataset for
this task because human poses are variant. With the increasing number of datasets and their associated complexities, it is difficult to identify/choose the required data sources.
The list of human pose datasets is summarized in this comparison.
ORKG Comparisons have changed. We have added new features and improved the user interface. Comparisons might look slightly different, but the comparison data itself remains unchanged.
Dang, Qi, Jianqin Yin, Bin Wang, and Wenqing Zheng. "Deep learning based 2d human pose estimation: A survey." Tsinghua Science and Technology 24, no. 6 (2019): 663-676.