Data Collection Services for ML
Set up your AI project with our data collection and preparation services. We specialize on biometric data collection for Liveness detection
Types of data collection for biometrics
We collect custom biometric data—solving the problem when off-the-shelf datasets don’t meet your requirements
Web-scraping data collection
Automated crawlers and APIs harvest online images / video in structured form, eliminating manual effort. This method scales fast and minimises human error, giving you a high-volume baseline dataset for model pre-training.
Crowd-sourcing data collection
A global pool of contributors captures or labels data via mobile / web tasks. Crowdsourcing delivers rapid, cost-efficient, multilingual datasets and helps prevent bias through geographic diversity.
Offline (in-office) data collection
In-house capture offers full control over equipment, environment and privacy—ideal for sensitive or highly-specific biometric scenarios like silicone-mask attack samples. Quality assurance is handled on-site.
Data projects we can deliver
Crowd-sourced palm image dataset
Global contributors captured multi-angle palm photos for contact-less biometrics.
• 12 k images, 2 500 people, 20 countries
• 5 hand poses, balanced skin-tone
• 6 weeks, GDPR-consented
In-car spoof-attack dataset
Face presentation attacks recorded inside real vehicles to harden driver-monitoring AI.
• 1 200 spoof + 900 live clips, RGB-IR
Infrared Video Collection
Dual-stream zoom videos captured worldwide for AI vision models.
• 10 k clips, 15 s each, zoom-in / zoom-out
Stages of work
01
Kick-off & brief
- 30-min interview or receive your detailed technical spec
- Clarify data goals, privacy constraints, success metrics
02
Pilot project
- Small-scale trial run on 3–5 % of the total agreed scope
- You review sample data; we fine-tune the spec together
03
Full collection
- Execute at agreed volume, geography & modalities
- Real-time QC dashboards, security & compliance checks
Delivery
- Ship fully validated data in batches (e.g., weekly).
- Feedback loop keeps quality ≥ 99% required metrics
Why choose us
Niche biometrics focus
Exclusively serve anti-spoofing markets — no generic data, no distractions.
GDPR-first workflow
Explicit consent, privacy-by-design, full traceability and deletion on request.
iBeta success stories
We have multiple clients achieving iBeta certifications using our liveness detection datasets.
Post-payment terms
Data compliance
All our data collection processes are fully compliant with GDPR, CCPA, and other international privacy regulations. We implement privacy-by-design principles, ensure explicit consent collection, and provide complete data traceability and deletion capabilities upon request.
Request Data Collection Services
Contact us
Tell us about yourself, and get access to free additional samples of the dataset required
