nexdata-ai / 10000-people-human-pose-recognition-data

Human Pose Recognition Dataset

10000-People-Human-Pose-Recognition-Data

Description

10,000 People - Human Pose Recognition Data. This dataset includes indoor and outdoor scenes.This dataset covers males and females. Age distribution ranges from teenager to the elderly, the middle-aged and young people are the majorities. The data diversity includes different shooting heights, different ages, different light conditions, different collecting environment, clothes in different seasons, multiple human poses. For each subject, the labels of gender, race, age, collecting environment and clothes were annotated. The data can be used for human pose recognition and other tasks.

For more details, please refer to the link:https://www.nexdata.ai/datasets/computervision/1132?source=Github

Data size

10,000 people

Race distribution

Asian

Gender distribution

male, female

Age distribution

ranging from teenager to the elderly, the middle-aged and young people are the majorities

Collecting environment

including indoor and outdoor scenes

Data diversity

different shooting heights, different ages, different light conditions, different collecting environment, clothes in different seasons, multiple human poses

Device

surveillance cameras with resolution of 1,920*1,080

Data format

.mp4

Accuracy

based on the accuracy of the poses, the accuracy exceeds 97%;the accuracy of labels of gender, race, age, collecting environment and clothes are more than 97%

Licensing Information

Commercial License