---
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 51,000+ videos of replay attacks from people from 157 countries. 
It is based on data from **Anti Spoofing Real Dataset**: https://huggingface.co/datasets/TrainingDataPro/anti-spoofing_Real. 
The dataset solves tasks in the field of anti-spoofing and it is useful for buisness and safety systems. 

The dataset includes: **replay attacks** - videos from Antispoofing Real filmed on the phone.

# Get the dataset

### This is just an example of the data

Leave a request on [**https://trainingdata.pro/data-market**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=anti-spoofing_replay) to discuss your requirements, learn about the price and buy the dataset.

# 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.*

## [**TrainingData**](https://trainingdata.pro/data-market?utm_source=huggingface&utm_medium=cpc&utm_campaign=anti-spoofing_replay) 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**