TrainingDataPro/2d-printed_masks_attacks

---
license: cc-by-nc-nd-4.0
task_categories:
- video-classification
language:
- en
tags:
- finance
- legal
- code
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
---

# 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.

# 💴 For Commercial Usage: Full version of the dataset includes 4,700+ videos, leave a request on **[TrainingData](https://trainingdata.pro/datasets/anti-spoofing-printed-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=2d-printed_masks_attacks)** to buy the dataset

# 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

# 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[https://trainingdata.pro/datasets](https://trainingdata.pro/datasets/anti-spoofing-printed-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=2d-printed_masks_attacks)** to discuss your requirements, learn about the price and buy the dataset

**[TrainingData](https://trainingdata.pro/datasets/anti-spoofing-printed-photo?utm_source=huggingface&utm_medium=cpc&utm_campaign=2d-printed_masks_attacks)** provides high-quality data annotation tailored to your needs.

More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets**

TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets**

*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*

原始信息汇总

数据集概述

基本信息

• 名称: Printed 2D Masks Attacks - Biometric Attack dataset
• 许可证: cc-by-nc-nd-4.0
• 任务类别: video-classification
• 语言: en
• 标签: finance, legal, code

数据集特征

• 2d_mask: 数据类型为字符串
• live_selfie: 数据类型为图像
• live_video: 数据类型为字符串
• phone_model: 数据类型为字符串

数据集分割

• 训练集:
  • 大小: 101123818 字节
  • 示例数量: 9

数据集内容

• live_selfie: 包含原始自拍照片
• live_video: 包含原始视频
• 2d_masks: 包含使用2D打印面具的攻击视频

附加信息

• CSV文件: 包含每个媒体文件的详细信息，包括原始自拍链接、原始视频链接、手机型号和2D面具攻击视频链接。