iBeta Level 1 Dataset
The Dataset for successfully obtaining the iBeta Lab certificate in "Presentation Attack Detection" Level 1
Request a demo
-
- 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%) |
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
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- Distribution by gender
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- 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. |
Industries
Finance:
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Fraud Detection Algorithms:
Techniques that analyze data patterns to prevent fraud, ensuring secure device unlocking and accurate identity verification.
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Biometric Authentication:
Algorithms that ensure secure user identification through unique biometric traits.
Security:
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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.
FAQs
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.
We obtain data from both crowdsourcing platforms and our in-house team. The data is further validated by our in-house team.
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.
The price is determined by your requirements. Please submit a request to get a free consultation.
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