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IMAGE ANNOTATION

Training Data provides a full range of services for working with images to create high-quality training datasets
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Image annotation in machine learning

Is the process of assigning labels or categories to pixels or objects in an image in order to train a computer model to recognize or classify these objects and understand their contents.In Training Data, we offer both manual markup and using automatic algorithms (pre-markup, SAM, Llama, etc.), selecting tools based on the goals and metrics of your project

Services

Bounding-box

Selecting an object with a rectangle to indicate the location and size of the object, without taking into account its shape in detail

Polygons

Polygons that form a closed shape with well-defined boundaries of objects or areas of interest

Semantic Segmentation

Classifying each pixel or point of an image or three-dimensional cloud into corresponding semantic classes or categories

3-D Lidar

Adding semantic information and classifying points into categories of objects with the assignment of XYZ coordinates for self-driving cars

Key-points

Key points with coordinates specified at specific locations to identify objects or structures in images and videos

Polylines

A set of connected points forming a continuous contour with coordinates for describing curves or boundaries of objects, as well as marking the path of movement

3D cuboids

Rectangular volumes used for marking objects in three-dimensional space and with information about the size, position and orientation of the object

Classification

Assigning categories and classes to objects and images based on specified characteristics or properties

Matting

Creating a mask or masking area around an object in an image or video for video editing, special effects, AR applications

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

DIDN'T FIND THE NECESSARY INFORMATION?

Leave a request for a free consultation and a test dataset!

Anti-Spoofing Real Dataset

140,000+ files
1 selfie and 1 video of each person
70,000+ people

Agriculture Data Labeling Dataset

Collection and segmentation of plants from drone aerial imagery of plantations for monitoring the condition of crops

Anti-Spoofing Printed Photo Dataset

4,700+ videos
4,700+ people
Video attacks with printed photos from Anti-spoofing Real

Anti-Spoofing Replay Dataset Anti-Spoofing Replay Dataset

Anti-Spoofing Replay Dataset

50,000+ videos
Replay attack with video from Anti-spoofing Real

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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Tell us about your project!