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IBeta 1

Using the dataset, the client successfully passed ISO/IEC 30107 “Presentation Attack Detection” certification from iBeta Level 1 laboratory

Industry and use case:



28,300 videos, 256 GB

Project duration:

Ongoing support

Our Challenge:

A major payment system needed to enhance authentication using Face ID for its application. They were looking for a solution that would secure clients from potential attacks and also enable iBeta Level 1 certification


The client was provided with a ready-to-use dataset for training liveness detection systems. The dataset consisted of small attacks (50-100 frames, up to 5 seconds) with videos of real people on 40 different indoor backgrounds with lighting ranging from dark to bright

Each performer’s recordings were accompanied by a set of attacks. These attacks varied, including printed and contour-cut images of a person on 40 backgrounds. These attacks aligned with the ISO/IEC 30107-3 requirements for testing liveness detection systems. Testing at level 1 imposed a cost limit of $30 for each attack. Therefore, the dataset included:

  • Real videos of people
  • Contour-printed selfies
  • Volume-based selfies attached to a cylinder
  • 2D masks with eye cutouts
  • 3D cardboard masks of faces
  • Demonstrations of people taking selfies with smartphones
  • Demonstrations of people taking selfies with a PC screen


The client trained the model on the dataset of 28,300 videos and successfully achieved iBeta Level 1 certification

Stages of work

  • Application

    Leave a request on the website for a free consultation with an expert. Th e acco unt manager will guide you on the services, timelines, and price
  • Free pilot

    We will conduct a test pilot project for you and provide a golden set, based on which we will determine the final technical requirements and approve project metrics
  • Agreement

    We prepare a contract and all necessary documentation upon the request of your accountants and lawyers
  • Workflow customization

    We form a pool of suitable tools and assign an experienced manager who will be in touch with you regarding all project details
  • Quality control

    Data uploads for verification are done iteratively, allowing your team to review and approve collected/annotated data
  • Post-payment

    You pay for the work after receiving the data in agreed quality and quantity


  • 24 hours
  • 24 hours
  • 1 to 3 days
  • 1 to 5 days
    Conducting a pilot
  • 1 day to several years
    Carrying out work on the project
  • 1 to 5 days
    Quality control
You pay for the work after you have received the data
in the established quality and quantity

Training Data

  • Quality Assurance:
  • Enhanced Data Accuracy
  • Consistency in Labels
  • Reliable Ground Truth
  • Mitigation of Annotation Biases
  • Cost and Time Efficiency
  • Data Security and Confidentiality:
  • GDPR Compliance
  • Non-disclosure agreement
  • Data Encryption
  • Multiple data storage options
  • Access Controls and Authentication
  • Expert Team:
  • 6 years in industry
  • 35 top project managers
  • 40+ languages
  • 100+ countries
  • 250k+ assessors
  • Flexible and Scalable Solutions:
  • 24/7 availability of customer service
  • 100% post payment
  • $550 minimum check
  • Variable Workload
  • Customized Solutions

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