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ud-biometrics/2D-mask-attack-dataset

2D Mask Attack Dataset - 26 436 videos The dataset comprises 26,436 videos of real faces, 2D print attacks (printed photos), and replay attacks (faces displayed on screens), captured under varied conditions. Designed for attack detection research, it supports the development of robust face antispoofing and spoofing detection methods, critical for facial recognition security. — Get the data Dataset characteristics: Characteristic Data Description Videos… See the full description on the dataset page: https://huggingface.co/datasets/ud-biometrics/2D-mask-attack-dataset.

sourceHugging Facecc-by-nc-nd-4.0updated 1y agoView on Hugging Face
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2D Mask Attack Dataset - 26 436 videos

The dataset comprises 26,436 videos of real faces, 2D print attacks (printed photos), and replay attacks (faces displayed on screens), captured under varied conditions. Designed for attack detection research, it supports the development of robust face antispoofing and spoofing detection methods, critical for facial recognition security. — [Get the data](https://unidata.pro/datasets/2d-printed-mask-and-replay-attack-videos-dataset/?utm_source=huggingface-biometrics&utm_medium=referral&utm_campaign=2D-mask-attack-dataset)

Dataset characteristics:

CharacteristicData
DescriptionVideos of individuals with printed masks and replay attacks
Data typesVideo
TasksAnti-spoofing, Liveness Detection, Face Recognition
Number of videos26,436
Name of categoriesVideo fakes, tolokers based spoofs, video zoom, youdo heads, in-car videos and fakes
LabelingMetadata (age, gender, ethnicity)
GenderMale, Female

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Dataset structure

  • —incarvideosandfakes — Videos of crowdworkers' faces, captured inside cars, shown on phone screens.
  • —tolokavideofakes — Videos of crowdworkers' faces displayed on computer or phone screens
  • —tolokersbasedspoofs — Videos of crowdworkers' faces displayed on computer or phone screens
  • —video_zoom — A zoom-based spoofing attack
  • —youdo_heads — Videos of cut-out color printouts of faces, collected via YouDo
  • —2D Printed Mask Attacks and Replay Attacks Videos Dataset.csv — file contains metadata for all individuals in the dataset.

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