nexdata-ai/1078-people-3d-faces-collection-data

3D Faces Collection Dataset

1078-People-3D-Faces-Collection-Data

Description

1,078 People 3D Faces Collection Data. The collection device is Realsense SR300. Each subject was collected once a week, 6 times in total, so the time span is 6 weeks. The number of videos collected for one subject is 16. The dataset can be used for tasks such as 3D face recognition.

For more details, please refer to the link: https://www.nexdata.ai/datasets/956?source=Github

Data size

1,078 people

Population distribution

yellow race(China mainland), male: 491, female: 587, age: 18-60

Collection environment

including indoor and outdoor scenes

Data Diversity

different light conditions, difference scenes, different face actions

Collection device

Realsense SR300

Collection time

daytime

Image parameters

the video resolution is 1,920*1,080, video format is .rddsk, the rssdk video inlcudes RGB, Depth, IR channels and camera paremeters

Annotation

for each subject, annotated the labels of gender and age, for each video file, annotated the labels of scene, face action, glasses and distance

Desensitization

no sensitive information

Accuracy

the accuracy of face action exceeds 97%, the accuracy of label exceeds 97%

Licensing Information

Commercial License