Anti-Spoofing Real Videos Dataset
Real photos and videos of people. The dataset can be used for the tasks of training algorithms to distinguish real users from scammers
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- files
- 98 000+
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- countries
- 170
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- people
- 70,000+
- Facial Recognition
- iBeta
- Liveness Detection
- Security
- Anti-spoofing
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- files
- 98 000+
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- countries
- 170
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- people
- 70,000+
Dataset Info
| Characteristic | Data |
| Description | Live videos of people for anti-spoofing tasks |
| Data types | Image, Video |
| Tasks | Face recognition, face detection |
| Number of sets | 44 832 |
| Number of files in a set | 2 (1 image & 1 video) |
| Total number of files | 89 664 |
| Labeling | Only technical characteristics and metadata (age, gender, ethnicity) |
| Gender | Male, Female |
| Ethnicity | Asian (30%), African (70%) |
| Age | Min = 18, max = 80, mean = 45 |
Statistics
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- Distribution by age
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- Distribution by gender
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- Distribution by ethnicity
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- Duration of the video duration
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- Resolution of the images
Technical
Characteristics
| Characteristic | Data |
| Video extension | mp4, MOV |
| Image extension | jpg |
| Video Resolutions | 1920 x 1080p, 480 x 360p, 1280 x 720p, 720 x 480p, 640 x 480p, 1920 x 920p |
| Video duration | Mean = 9, median = 9, min = 2, max = 34 |
| Frames per second | Mean = 26.6 |
| Devices | iPhone 13 (30%), Google Pixel (70%) |
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.
Security
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Liveness detection systems
Technologies that ensure biometric samples are from a live person, preventing spoofing with replicas like photos or masks.
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Biometric Verification
A method of confirming identity using unique biological traits, such as facial features, to authenticate individuals
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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!
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.
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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