Data Collection

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

What We Offer

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

Web-scraping collection

Automated crawlers and APIs harvest online images and video in structured form. This method scales fast, minimises human error, and gives you a high-volume baseline dataset for model pre-training.

Crowd-sourcing data collection

Crowd-sourcing collection

A global pool of contributors captures or labels data via mobile and web tasks. Crowdsourcing delivers rapid, cost-efficient, multilingual datasets and helps prevent bias through geographic diversity.

Offline data collection

Offline (in-office) 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.

Case Studies

Projects we've delivered

Crowd-sourced palm dataset

Crowd-sourced palm dataset

Global contributors captured multi-angle palm photos for contact-less biometrics

  • 12k images, 2,500 people, 20 countries
  • 5 hand poses, balanced skin-tone
  • 6 weeks, GDPR-consented
In-car spoof-attack dataset

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
  • Day/night, glare & vibration coverage
  • 2 months, high-accuracy guarantee
Infrared Video Collection

Infrared Video Collection

Dual-stream zoom videos captured worldwide for AI vision models

  • 10k clips, 15s each, zoom-in / zoom-out
  • Diverse scenes: indoor, outdoor, day/night
  • 2 month turnaround

Pricing Models

Two ways to get your data

Choose the model that fits your budget and IP requirements

Off-the-shelf dataset

We collect data based on your requirements and add the dataset to our catalog. Shared licensing keeps the cost lower.

  • Lower cost
  • Data rights remain with Axon Labs
  • Available to other buyers via catalog

Exclusive collection

Fully custom data collection built to your exact spec. You own the data exclusively — it's never shared or resold.

  • Full IP ownership transfers to you
  • 100% exclusive — never in our catalog
  • Tailored to your exact requirements

Process

Stages of work

Simple process to get the exact data you need for your biometric project

1

Kick-off & brief

  • 30-min interview or receive your detailed technical spec
  • Clarify data goals, privacy constraints, success metrics
2

Pilot project

  • Small-scale trial run on 3–5% of the total agreed scope
  • You review sample data; we fine-tune the spec together
3

Full collection

  • Execute at agreed volume, geography & modalities
  • Real-time QC dashboards, security & compliance checks
4

Delivery

  • Ship fully validated data in batches (e.g., weekly)
  • Feedback loop keeps quality ≥ 99% required metrics

What sets us apart

Specialization

Biometrics only — liveness, face recognition, and audio biometrics

21% of iBeta 2025 certified companies trained with our data

In-house collection studios for controlled, high-quality capture

Trust & compliance

GDPR compliant — ethically collected with full participant consent

Secure data handling with NDA protection for every project

Transparent documentation and metadata for every dataset

Flexible delivery

Post-payment option — review a sample, then pay after approval

Custom datasets tailored to your specs, demographics, and scenarios

Ready-made datasets available for immediate download

Request Data Collection Services

Fill out the form and we'll help set up data collection for your ML project

High-quality biometric datasets for real-world AI

Contacts

UAE, Ajman

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