---
license: cc-by-nc-nd-4.0
task_categories:
- video-classification
language:
- en
tags:
- ibeta
- liveness detection
- biometric
- anti-spoofing
dataset_info:
  features:
  - name: 2d_mask
    dtype: string
  - name: live_selfie
    dtype: image
  - name: live_video
    dtype: string
  - name: phone_model
    dtype: string
  splits:
  - name: train
    num_bytes: 101123818
    num_examples: 9
  download_size: 328956415
  dataset_size: 101123818
size_categories:
- 1K<n<10K
---

# Printed 2D Masks Attacks - Biometric Attack dataset
The anti spoofing dataset includes 3 different types of files of the real people: original selfies, original videos and videos of attacks with printed 2D masks. The  liveness detection dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems.

##  👉 Legally sourced datasets and carefully structured for AI training and model development. Explore samples from our dataset - [Full dataset](https://unidata.pro/datasets/2d-masks-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=2d-printed_masks_attacks)

# Content
### The dataset contains of three folders:
- **live_selfie** contains the original selfies of people
- **live_video** includes original videos of people
- **2d_masks** contains videos of attacks with the 2d printed mask using original images from "live_selfie" folder

### File with the extension .csv
includes the following information for each media file:
- **live_selfie**: the link to access the original selfie
- **live_video**: the link to access the original video
- **phone_model**: model of the phone, with which selfie and video were shot
- **2d_masks**: the link to access the video with the attack with the 2d printed mask

## 🧩 This is just an example of the data. Leave a request [here](https://unidata.pro/datasets/2d-masks-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=2d-printed_masks_attacks) to learn more

**🚀 You can learn more about our high-quality unique datasets [here](https://unidata.pro/datasets/2d-masks-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=2d-printed_masks_attacks)**

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