Printed 2D Masks Attacks Dataset
It is a high-quality masks biometric attacks dataset featuring over 4,800 videos of people wearing or holding 2D printed masks. Designed for training facial recognition, liveness detection, and fraud prevention systems, the dataset also supports research for iBeta Level 1 & 2 certification compliance.
-
- videos
- 4,800+
-
- devices
- 5
- iBeta
- Liveness Detection
- Computer Vision
- Security
- Anti-spoofing
- Machine learning
It is a high-quality masks biometric attacks dataset featuring over 4,800 videos of people wearing or holding 2D printed masks. Designed for training facial recognition, liveness detection, and fraud prevention systems, the dataset also supports research for iBeta Level 1 & 2 certification compliance.
- iBeta
- Liveness Detection
- Computer Vision
- Security
- Anti-spoofing
- Machine learning
-
- videos
- 4,800+
-
- devices
- 5
Dataset Info
| Characteristic | Data |
| Description | Videos of individuals wearing or holding 2D masks |
| Data types | Video |
| Tasks | Liveness Detection, Computer Vision, iBeta |
| Number of video | 4 800+ |
| Labeling | Metadata (age, gender, ethnicity, devices) |
| Gender | Male, Female |
| Number of attributes | 31 |
attacks monthly
download our free white paper
Statistics
-
- Devices in the dataset
-
- Gender distribution
Technical
Characteristics
| Characteristic | Data |
| Video extension | mp4, MOV |
| Video resolutions | Min = 1920х1080, Max = 3840х2160 |
| Video duration | 4 second |
| Number of background | 9 |
| Video overlap | No more than 5% |
| Devices | IOS, Android |
Dataset Use Cases
FAQs
Similar Datasets
-
Commercial
- PII
- Data generation
- Security
- Anti-spoofing
- Computer Vision
Synthetic Printed Brazilian Passports Dataset
Synthetic Printed Brazilian Passports Dataset provides 5,000 files with high-resolution synthetic passport images with diverse angles, lighting, and backgrounds, designed for training OCR, computer vision, and identity verification models without exposing real personal data or sensitive information.
5 000 Images
-
Commercial
- PII
- Data generation
- Security
- Anti-spoofing
- Computer Vision
Synthetic Printed Australian Passports Dataset
Synthetic Printed Australian Passports Dataset contains 5,000 high-resolution, AI-generated files with Australian passport images designed for OCR, computer vision, and PII extraction tasks. This synthetic passport dataset features diverse angles, lighting conditions, and backgrounds, with detailed annotations for gender, age group, resolution, and metadata, making it ideal for training machine learning models on identity document recognition while ensuring data privacy.
5 000 Images
-
Commercial
- Facial Recognition
- Age Estimation
- Re-identification
- Security
- Computer Vision
Kids & Teens Selfie Faces Dataset (Ages 5 – 15)
The dataset consists of 300 children and teenagers, with 20 selfie photos per person. The images feature a variety of facial poses and attributes.
6,000 Photos
300 People -
Commercial
- Facial Recognition
- iBeta
- Liveness Detection
- Security
- Anti-spoofing
- Computer Vision
Fabric Masks and Disguise Presentation Attack Dataset
Videos of people wearing fabric masks for facial recognition and fraud prevention.
3,600 Videos
30 people -
Commercial
- Facial Recognition
- Speech Recognition
- Machine learning
- Emotion Recognition
- Computer Vision
AI Avatar Dataset
AI Avatar Dataset provides 1,215 high-resolution videos and 405 speech clips of 45 individuals, annotated with gender, ethnicity, and multi-emotion labels. Designed for AI avatar generation, identity verification, and computer vision tasks, this emotional video and speech dataset supports creating realistic avatars, training deep learning models, and advancing applications in virtual assistants, facial recognition, and digital identity.
45 people
1 215 videos
405 audios -
Commercial
- PII
- Data generation
- Security
- Anti-spoofing
- Computer Vision
Synthetic Printed USA Passports Dataset
Synthetically generated passport images for extracting PII and enhancing fraud prevention systems
9 600 Images
-
Commercial
- Computer Vision
- Machine Learning
- Facial Recognition
- Makeup Detection
Makeup Detection Dataset: Female Images
Dataset contains paired facial images of females with and without makeup, captured under consistent conditions.
5,000 images
2,500 people -
Commercial
- Computer Vision
- Machine learning
- Security
- Anti-spoofing
- Liveness Detection
2D Printed Mask and Replay Attack Videos Dataset
2D Printed Mask and Replay Attack Videos Dataset includes 26,436 MP4 and MOV videos featuring individuals with 2D printed masks, silicone masks, and replay attacks, enriched with metadata (age, gender, ethnicity) and diverse categories such as video fakes, crowdworker spoofs, zoom replays, cut-out printouts, and in-car recordings, designed for training face recognition, liveness detection, and spoofing detection systems.
26 436 Videos
-
Commercial
- Computer Vision
- Machine learning
- Medical
- Classification
- Forensics
Human Ear Detection Biometric Dataset
Dataset of ear images paired with a reference face photo and demographic labels.
14,000+ images
2,000 people -
Commercial
- Computer Vision
- Machine learning
- Security
- Anti-spoofing
- Liveness Detection
2D Printed Photos Attacks and Replay Attacks Images Dataset
A multi-part image dataset for detecting 2D print attacks (printed photos) and replay attacks (faces displayed on screens).
4,1M+ images
80,000+ people
What our clients are saying
UniData
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.
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.
Why Choose Us
Unidata offers unparalleled expertise in AI data solutions, delivering superior data quality and optimized workflowsExpertise
Our team consists of industry-leading experts in AI data solutionsQuality
We ensure superior data quality to maximize your AI project's potentialEfficiency
Our optimized workflows accelerate your model training processesProven Results
Our track record of case studies demonstrates our ability to deliver outstanding outcomesCustomization
Our track record of case studies demonstrates our ability to deliver outstanding outcomesSupport
We provide ongoing support and consultation to ensure continuous success
- 1000 +
- full-time assessors
Ready to get started?
Tell us what you need — we’ll reply within 24h with a free estimate
- Andrew
- Head of Client Success
— I'll guide you through every step, from your first
message to full project delivery
Thank you for your
message
We use cookies to enhance your experience, personalize content, ads, and analyze traffic. By clicking 'Accept All', you agree to our Cookie Policy.