Nexdata/40_People_3D_2D_Living_Face_Anti_Spoofing_Data

Description

This dataset is just a sample of 40 People – 3D&2D Living_Face & Anti_Spoofing Data(paid dataset). The collection scenes are indoor scenes and outdoor scenes. The dataset includes males and females, the age distribution is 18-57 years old. The device includes cellphone, camera, iPhone of multiple models (iPhone X or more advanced iPhone models). The data diversity includes multiple devices, multiple actions, multiple facial postures, multiple anti-spoofing samples, multiple light conditions, multiple scenes. This data can be used for tasks such as 2D Living_Face & Anti_Spoofing, 2D face recognition, 3D face recognition, 3D Living_Face & Anti_Spoofing.

For more details & to download the rest of the dataset(paid),please refer to the link: https://www.nexdata.ai/datasets/computervision/1198?source=Huggingface

Specifications

Data size

40 people, 48 videos and 150 groups (252 images) for each person

Population distribution

race distribution: Asian; gender distribution: 20 males, 20 females; age distribution: range from 18 to 57

Collecting environment

20 people in indoor scenes, 20 people in outdoor scenes

Data diversity

multiple devices, multiple actions, multiple facial postures, multiple anti-spoofing samples, multiple light conditions, multiple scenes

Device

cellphone, camera, iPhone of multiple models (iPhone X or more advanced iPhone models)

Data format

.mp4, .mov, .jpg, .xml, .json

Annotation content

label the person ID, race, gender, age, scene, facial action, light condition

Accuracy

based on the accuracy of the actions, the accuracy exceeds 97%; the accuracy of label annotation is not less than 97%

Licensing Information

Commercial License