|
|
--- |
|
|
license: cc-by-nc-nd-4.0 |
|
|
task_categories: |
|
|
- video-classification |
|
|
language: |
|
|
- en |
|
|
tags: |
|
|
- ibeta |
|
|
- replay attack |
|
|
- video |
|
|
- liveness detection |
|
|
- biometric |
|
|
- anti-spoofing |
|
|
dataset_info: |
|
|
features: |
|
|
- name: file |
|
|
dtype: string |
|
|
- name: phone |
|
|
dtype: string |
|
|
- name: computer |
|
|
dtype: string |
|
|
- name: gender |
|
|
dtype: string |
|
|
- name: age |
|
|
dtype: int16 |
|
|
- name: country |
|
|
dtype: string |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 1418 |
|
|
num_examples: 24 |
|
|
download_size: 573934283 |
|
|
dataset_size: 1418 |
|
|
size_categories: |
|
|
- 10K<n<100K |
|
|
--- |
|
|
|
|
|
# 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. |
|
|
|
|
|
 |
|
|
|
|
|
# The dataset is created on the basis of [iBeta Level 1 Dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=MacBook-Attacks-Dataset) |
|
|
|
|
|
# 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 |
|
|
|
|
|
## 👉 Legally sourced datasets and carefully structured for AI training and model development. Explore samples from our dataset of 25,000+ human images & videos - [Full dataset](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=MacBook-Attacks-Dataset) |
|
|
|
|
|
#**🚀 You can learn more about our high-quality unique datasets [here](https://unidata.pro/datasets/ibeta-level-1-video-attacks/?utm_source=huggingface-td&utm_medium=referral&utm_campaign=MacBook-Attacks-Dataset)** |
|
|
|
|
|
|
|
|
*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, video replay attack, replay attack dataset, replay attack database, replay mobile dataset, video attack attempts, face spoofing database, face anti-spoofing, face recognition, face detection, face identification, human video dataset, video classification dataset, macbooks, apple, attacks classification, security of personal data, fraud detection, fraud recognition, large-scale face anti spoofing, rich annotations anti spoofing dataset, display spoof attack* |
