Commercial

iBeta Level 1 Dataset

The Dataset for successfully obtaining the iBeta Lab certificate in "Presentation Attack Detection" Level 1

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  • video
    35,500+
  • iBeta Level 1
    100%
  • type of attack
    8
  • Facial Recognition
  • iBeta
  • Liveness Detection
  • Security
  • Anti-spoofing
  • Computer Vision
  • video
    35,500+
  • iBeta Level 1
    100%
  • type of attack
    8

Dataset Info

Characteristic Data
Description Video of people for training algorithms to detect attempts to hack biometric systems.
Data types Video
Tasks Face recognition, Computer Vision
Total number of files 35 800
Number of actor 50
Labeling Only technical characteristics and metadata (age, gender, ethnicity)
Gender Male, Female
Ethnicity Caucasian (60%), Asian (20%), African (20%)
Features Bald, beard-mustache, makeup, scar, piercing, no features
Age 18-29 (44%), 30-49 (50%), 50+ (6%)

Case Description

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Developed to satisfy the laboratory’s requirements

Successfully used to get iBeta Level 1 certificate

Ready-to-use for training liveness detection systems

100% accuracy, without type 1 and type 2 errors

Statistics

Distribution by gender
Distribution by ethnicity
Distribution by age

Technical
Characteristics

Characteristic Data
Video extension mp4, MOV
Video Resolutions Min = 1920х1080, Max = 3840х2160
Video duration 5 second
Number of background 10
Devices Samsung Galaxy A53, OPPO A18, iPhone 14, Apple iPad 10.2 and etc.
Source and collection methodology. Data was collected by Unidata team in a rented studio.

Industries

Finance:

  • Fraud Detection Algorithms:

    Techniques that analyze data patterns to prevent fraud, ensuring secure device unlocking and accurate identity verification.

  • Biometric Authentication:

    Algorithms that ensure secure user identification through unique biometric traits.

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Security:

  • Access Control Integration:

    Implementation of solutions based on iBeta Level 1 to enhance security levels across various sectors, including physical security and access to digital resources.

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FAQs

How it works?+

Once you submit a request, we will contact you to discuss the details and sign the necessary documents. When the documents are signed, you will have the data within 7-10 days.

How is the data collected?+

We obtain data from both crowdsourcing platforms and our in-house team. The data is further validated by our in-house team.

Is it possible to get a part of the data?+

Upon your request, we can provide part data for any datasets. If you have an interest in specific demographic characteristics, we offer parts from several datasets according to your needs.

What is the price of the dataset?+

The price is determined by your requirements. Please submit a request to get a free consultation.

What our clients are saying

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4 3 Reviews

Abhijeet Zilpelwar 2025-02-26

Data is well organized and easy to…

Data is well organized and easy to consume. We could download and use it for training within few hours of receiving the data links.

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Paul 2025-02-21

Very Positive Experience!

The team was very responsive when requesting a specific dataset, and was able to work with us on what data we specifically needed and custom pricing for our use case. Overall a great experience, and would recommend them to others!

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Thorsten 2025-01-09

Very good experience

We got in touch with UniData to buy several datasets from them. Communication was very cooperative, quick, and friendly. We were able to find contract conditions that suited both parties well. I also appreciate the team's dedication to understand and address the needs of the customer. And the datasets we bought from UniData matched with our expectations.

Max Crous 2024-10-08

Data purchase

Our team got in touch with UniData for purchasing video data. The team at UniData was transparent, timely, and pleasant to communicate and negotiate with. Their samples and descriptions aligned well with the data we received. We will certainly reach out to UniData again if we're in search of 3rd party video data.

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