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IBeta 2

Using the dataset, the client successfully passed ISO/IEC 30107 “Presentation Attack Detection” certification from iBeta Level 2 laboratory

Industry and use case:

Fintech

Data:

33,000 videos, 107 GB

Project duration:

Ongoing support
IBeta 2

Our Challenge:

A leading company in the electronic payments industry planned to train a facial recognition model to detect advanced attacks and also undergo Level 2 certification from the iBeta laboratory. To achieve this, the use of silicone and latex masks was planned.

However, purchasing the required props independently required a substantial budget. Additionally, preparing the masks in the client’s country would take over 3 months. Since the company had previously collaborated with Training Data, it decided to approach us again

Our Solution:

We offered the client the iBeta 2 dataset consisting of 33,000 attacks. The dataset was specifically curated to meet the certification requirements of the iBeta Level 2 laboratory.

The dataset comprised data (50-100 frames, up to 5 seconds) with videos of real people featuring 30 types of clothing, accessories, and facial hair on 40 backgrounds. It also included a set of attacks for each person. Testing at level 2 imposed a cost of up to $300 for each attack. The dataset included attacks such as:

  • Individually crafted silicone face masks based on people’s molds
  • Latex masks with clothing and facial hair
  • Contour-printed photos
  • 2D masks with eye cutouts
  • 3D cardboard masks of faces

Outcomes:

The client received a dataset with 30,000 videos, encompassing all necessary attacks, and was able to save on budget and time

Stages of work

  • Application

    /01
    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

    /02
    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

    /03
    We prepare a contract and all necessary documentation upon the request of your accountants and lawyers
  • Workflow customization

    /04
    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

    /05
    Data uploads for verification are done iteratively, allowing your team to review and approve collected/annotated data
  • Post-payment

    /06
    You pay for the work after receiving the data in agreed quality and quantity

Timeline

  • 24 hours
    Application
  • 24 hours
    Consultation
  • 1 to 3 days
    Pilot
  • 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

Why
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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