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:
Data:
Project duration:
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
MORE Cases
Stages of work
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Application
/01Leave 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
/02We 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
/03We prepare a contract and all necessary documentation upon the request of your accountants and lawyers -
Workflow customization
/04We form a pool of suitable tools and assign an experienced manager who will be in touch with you regarding all project details -
Quality control
/05Data uploads for verification are done iteratively, allowing your team to review and approve collected/annotated data -
Post-payment
/06You pay for the work after receiving the data in agreed quality and quantity
Timeline
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24 hoursApplication
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24 hoursConsultation
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1 to 3 daysPilot
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1 to 5 daysConducting a pilot
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1 day to several yearsCarrying out work on the project
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1 to 5 daysQuality control
in the established quality and quantity
Why
Training Data
- Quality Assurance:
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Enhanced Data Accuracy
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Consistency in Labels
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Reliable Ground Truth
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Mitigation of Annotation Biases
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Cost and Time Efficiency
- Data Security and Confidentiality:
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GDPR Compliance
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Non-disclosure agreement
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Data Encryption
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Multiple data storage options
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Access Controls and Authentication
- Expert Team:
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6 years in industry
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35 top project managers
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40+ languages
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100+ countries
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250k+ assessors
- Flexible and Scalable Solutions:
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24/7 availability of customer service
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100% post payment
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$550 minimum check
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Variable Workload
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Customized Solutions