Face Anti-Spoofing and Liveness Detection Datasets
Explore 25+ commercial datasets for face anti-spoofing, liveness detection, face recognition, and iBeta certification testing:
- iBeta Datsets: Level 1, Level 2 and Level 3 presentation attack detection (PAD) dataset
- Liveness Detection Datasets: videos covering print attacks, display replay attacks, paper mask attacks, and other biometric attack scenarios
- Face Recognition Datasets: large-scale face image and selfie collections for identity verification, with variations in ethnicity, age, and lighting
- Audio Datasets: speech recognition data with transcripts across multiple languages
- Others: domain-specific datasets for specialized AI training tasks
iBeta Level 1 Dataset
– 35,000+ videos
– 85+ participants
– zoom in and
zoom out
iBeta Level 2 Dataset
– 25 000+ videos
– 3D masks
– iBeta Level 2
iBeta Level 3 Dataset
– 10,000+ videos
– 12 Unique Masks
– iBeta Level 3
Display Replay Dataset for Liveness Detection
– 9,000+ videos
– 6,500+ participants
– Balanced mix of genders and ethnicities
Selfies & Videos Face Recognition Dataset
– 10,000+ videos.
– 1000+ people
– Mix of genders
Photo Print Dataset
– 7000+ videos.
– 10-20 second each video
– Mix of genders
iBeta 3 High-Fidelity Mask Dataset
– 1 000+ videos
– 7 High-Fidelity Masks
– iBeta Level 3
Call Center Speech Recognition Dataset
– 10 000+ hours
– 7 languages
– With transcripts
Silicone Mask PAD Dataset
– 12,500+ videos
– 18 Silicone Masks
– iBeta Level 2
Liveness Detection
Cloth 3D Face Mask Attack Dataset
– 5 000+ videos
– 80+ textile masks
– iBeta Level 2
Web IR+RGB dataset
– 12,000+ videos
– 500+ participants
– 4 attack types
Spoof in the Wild Dataset
– 10 000+ videos
– 3 types of 3D mask
– iBeta Level 2
Synthetic Children Faces for Deepfake Detection
– 5,000+ photos
– AI-generated
– Balanced mix of genders and ethnicities
3D Resin Mask Dataset for Liveness detection
– 2 000+ videos
– 5 resin 3D masks
– iBeta Level 3
Wrapped 3D Attacks Dataset
– 4 500+ videos
– 40 wrapped 3D masks
– iBeta Level 2
Advanced 3D Paper Mask Dataset
– 5,000+ videos
– 25+ participants
– iBeta Level 2
Cardboard Mask Attack Dataset
– 3,000+ videos
– 50+ IDs
– Android/iOS
Biometric Age Estimation Dataset for Minors
– 10,000+ images
– 10-30 years
– Multi-ethnic
Partial Paper Mask Attack Dataset
– 3,000+ videos
– 50+ IDs
– Dual-device capture
3D Paper Mask Attack Dataset
– 7 500+ videos
– 85+ participants
– iBeta Level 1
3D Latex Mask Attack Dataset
– 4,000+ videos
– 15 high-detail Latex mask
– iBeta Level 2
Cutout Print Dataset
– 4,000+ videos
– 2,000+ participants
– Balanced mix of genders and ethnicities
Background Noise Detection Dataset
– 50,000+ hours
– Airport, Street, Subway
– Real-World
3D Mannequin Dataset
– 1000+ images
– 100+ mannequins
– Includes female, male, and children
NIST Face Recognition Dataset
– >40M images
– 3-5 photo per individual
– >10M individuals multiple
Hand Palm Recognition Dataset
– 24,000+ images
– 2,000+ participants
– 12 per ID
Selfie with ID Dataset for Face Identification
– 50,000+ images
– 10,000+ participants
– 2 photos from IDs
Cracked vs Intact Smartphone Image Dataset
– 3 000+ images
– Cracked / intact
– Varied models
Dataset Type
Have a question?
Contact our sales team through the website to discuss licensing options. We offer various licensing models including commercial, and enterprise licenses tailored to your specific use case and budget
Yes, commercial licensing is available for all datasets. The licensing terms vary depending on the dataset and intended use case
Using standardized, professionally collected datasets helps ensure your biometric systems meet industry regulations and standards such as ISO/IEC 30107 for presentation attack detection
Absolutely. We offer custom dataset collection services tailored to your specific biometric challenges, demographic requirements, or environmental conditions. Contact us to discuss your unique needs
