README.md

---
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)**

*keywords: ibeta level 1, ibeta level 2, liveness detection systems, liveness detection dataset, biometric dataset, biometric data dataset, biometric system attacks, anti-spoofing dataset, face liveness detection, deep learning dataset, face spoofing database, face anti-spoofing, face recognition, face detection, face identification, human video dataset, video dataset, presentation attack detection, presentation attack dataset, 2d print attacks, print 2d attacks dataset, phone attack dataset, face anti spoofing, large-scale face anti spoofing, rich annotations anti spoofing dataset, cut prints spoof attack*