Audio Transcription
Datasets and Services for Training LLM
Image AnnotationIBeta 1
Using the dataset, the client successfully passed ISO/IEC 30107 “Presentation Attack Detection” certification from iBeta Level 1 laboratory
Industry and use case:
Data:
Project duration:
Our Challenge:
Solution:
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
Outcomes:
The client trained the model on the dataset of 28,300 videos and successfully achieved iBeta Level 1 certification
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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
- 24 hoursApplication
- 24 hoursConsultation
- 1 to 3 daysPilot
- 1 to 5 daysConducting a pilot
- 1 day to several yearsCarrying out work on the project
- 1 to 5 daysQuality control
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