---
license: cc-by-nc-nd-4.0
task_categories:
- video-classification
language:
- en
tags:
- finance
- legal
- code
dataset_info:
  features:
  - name: live_video_id
    dtype: string
  - name: phone
    dtype: string
  - name: video_file
    dtype: string
  - name: phone_video_playback
    dtype: string
  - name: worker_id
    dtype: string
  splits:
  - name: train
    num_bytes: 5063
    num_examples: 30
  download_size: 735628032
  dataset_size: 5063
---

# Anti-Spoofing dataset: replay
The dataset consists of 40,000 videos and selfies with unique people. 15,000 attack replays from 4,000 unique devices. 10,000 attacks with A4 printouts and 10,000 attacks with cut-out printouts.

# File with the extension .csv
includes the following information for each media file:

- **live_video_id**: the unique identifier of the "Antispoofing Live" video
- **phone**: the device used to capture the replay video,
- **link**: the URL to access the replay video,
- **phone_video_payback**: the device used to play the "Antispoofing Live" video,
- **worker_id**: the identifier of the person who provided the media file,

# Folder "img" with media files
- containg all the photos and videos
- which correspond to the data in the .csv file

**How it works**: *go to the first folder and you will make sure that it contains media files taken by a person whose parameters are specified in the first line of the .csv file.*

In order to get access to more than 23,000 Replay videos or to learn more about our data, please contact our sales team by submitting a request on our website  https://trainingdata.pro/data-market?utm_source=huggingface or emaling us at sales@trainingdata.pro

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

TrainingData's GitHub: **https://github.com/trainingdata-pro**