nexdata-ai / 100-people-gait-recognition-data

100-People-Gait-Recognition-Data

100-People-Gait-Recognition-Data

Description

100 People - Gait Recognition Data. The collecting scenes of this dataset include indoor scenes (exhibition hall, front desk), outdoor scenes (square, gate of the company) . The data diversity includes multiple age groups, multiple time periods, 5 kinds of scenes, 3 kinds of garments, different shooting angles. For annotation, the binarization processing was adopted for the image frames. The data can be used for tasks such as gait recognition in surveillance scenes. For more details, please refer to the link: https://www.nexdata.ai/datasets/computervision/1109?source=Github

Specifications

Data size

100 people

Population distribution

gender distribution: 24 males, 76 females; race distribution: Asian; age distribution: 12 people under 18 years old, 38 people aged from 18 to 30, 15 people aged from 31 to 45, 27 people aged from 46 to 60, 8 people over 60 years old

Collecting environment

indoor scenes (exhibition hall, front desk), outdoor scenes (square, gate of the company)

Data diversity

multiple age groups, multiple time periods, 5 kinds of scenes, 3 kinds of garments, different shooting angles

Device

surveillance camera, the image resolution is 1,920x1,080

Collecting time

day, night

Data format

the video data format is .avi, the image data format is .jpg

Collection content

collecting the gait videos from different surveillance cameras

Annotation content

the binarization processing was adopted for the image frames

Accuracy

the accuracy of label annotation is not less than 95%

Licensing Information

Commercial License