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Training Data

case studies
Training Data have experience in 12 industries. Learn more about our cases in artificial Intelligence and machine Learning

Audio Labeling for Call Center

Smart NLP technology optimized the call center workflow and significantly decreased the number of violations by call center operators

Data Сollection for Сity Administration

Data collection improved the model’s performance in various street conditions by 85%.

Data collection and video annotation: weapon detection on the streets

The system allowed identifying weapons in 99% of images of people on the streets and indoors

Liveness Detection

Anti-Spoofing for a biometric access system reduced the number of missed attacks from 18% to 1%

Image Annotation for Emotion Recognition

Emotion Recognition helped a neural network detect emotions with 99% accuracy

Annotation Photos for the Recognition System

Capturing various objects for a photo correction app led to advancements in the application’s object capture technology, resulting in improved ratings on aggregators

Lidar Annotation for Machine Learning

The customer observed a threefold increase in model performance using a smaller dataset for 3D Cuboids on LiDAR Clouds

Audio Transcription for Chatbots

Collaboration with Training Data helped to receive a trained neural network achieving high speech recognition accuracy of over 95%

Articles Annotation for Media

Collaboration with Training Data enabled our client to annotate 10,000 articles within one month

LLM Training for a Banking Call Center

Collaboration helped our client to train a neural network achieving 96% accuracy in identifying bank deposit-related queries

Content Moderation in Recruitment Domain

Thanks to the collaboration, the client improved compliance with the service’s user agreement by 27%

Video Systems and Video Analysis

Collaboration improved neural network metrics for tracking people indoors via video by 14%

Data Collection for Face and Speech Recognition

Through data collection, our client improved the biometric system for facial and voice recognition by 21%

Content Moderation

Content moderation has improved KPIs for complaint processing and description verification, reducing fraud cases by 36%

IBeta 2

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

IBeta 1

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

Content Moderation on the Video

Content moderation on the video hosting platform enabled a 99% reduction in the influx of prohibited content

Ore Annotation

Within one and a half weeks, our team managed to complete the entire ore annotation cycle and annotate 300 images

Face Recognition System

Development of a facial recognition system for identifying people at metro stations


Collected data improved accuracy of customer intent understanding by 8%

Augmented Reality

Crowdsourced data for gesture recognition improved model accuracy by 14%.


Product classification and images annotation helped to improve grocery store efficiency by 40%


Highly-specialized team of biologists helped to classify plant diseases for timely crop monitoring


Sentiment analysis and annotation best practices helped to increase efficiency 5 times


Annotate 3D models and LIDAR points to assist robots in preventing crashes through object detection

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

Tell us about your project!

    Choose interested services:

    Select an option

    • Data labeling

    • Data collection

    • Datasets

    • Human Moderation

    • Other (describe below)