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

# Antispoofing Replay Dataset
The dataset consists of videos of replay attacks played on different models of MacBooks. 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 of real people played on a computer and filmed on the phone.

![](https://www.googleapis.com/download/storage/v1/b/kaggle-user-content/o/inbox%2F618942%2F01a9fdf5d12367b2466bb859b18f7b93%2FUntitled.png?generation=1688045197310243&alt=media)

# Get the Dataset
This is just an example of the data. If you need access to the entire dataset, contact us via **[sales@trainingdata.pro](mailto:sales@trainingdata.pro)** or leave a request on **[https://trainingdata.pro/data-market](https://trainingdata.pro/data-market?utm_source=huggingface)**

# Content
The folder "attacks" includes videos of replay attack
### Models of MacBooks in the datset:
- MacBook 13
- MacBook Air 
- MacBook Air 7
- MacBook Air 11
- MacBook Air 13
- MacBook Air M1
- MacBook Pro 12
- MacBook Pro 13

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

- **file**: link to access the replay video,
- **phone**: the device used to capture the replay video,
- **computer**: the device used to play the video,
- **gender**: gender of a person in the video,
- **age**: age of the person in the video,
- **country**: country of the person

## **[TrainingData](https://trainingdata.pro/data-market?utm_source=huggingface)** 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-pro**