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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

Industry and use case:

Beauty, Entertainment

Data:

10,000 photos

Project duration:

14 days

Our Challenge:

A startup approached us seeking improvements in their recognition system, particularly for intricate objects like individual strands of hair, various hairstyles, accessories, piercings, etc. Solving this problem required intricate annotation involving object matting and semantic segmentation. Additionally, assessing the presence of specific details as a percentage of the overall image area was crucial. None of the available annotation tools met these requirements as outlined in the instructions, prompting the startup team to explore alternative solutions, leading them to Training Data

Our Solution:

Given the inadequacy of segmentation tools, we assembled a team of 25 individuals and conducted a training program on using a graphic editor tailored to the project’s needs. Following the two-day training, assessors achieved a high level of proficiency, resulting in a remarkable 95% accuracy in determining and classifying areas of interest within photographs

Outcomes:

  • The customers successfully improved the existing object capture technology within their app
  • Aggregator ratings (Google Play and App Store) increased from 3.8 to 4.5
  • The customer’s team has undergone training for autonomous operation with subsequent datasets

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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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    • Data labeling

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