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Services (Annotation Site)

AI Annotation
Services

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We can handle various annotation tasks, including natural language processing.

In the field of natural language processing annotation, we have received direct requests from foreign GAFAM companies and have accumulated extensive experience implementing the latest schemes as needed for each project.
We currently support projects for companies in a wide range of fields, including OCR, object detection, semantic segmentation, and image annotation for autonomous driving technology development.

We have handled a variety of projects, from small-scale assignments to large-scale projects with 150 data annotators.

Annotation Supported ServicesService

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Human Science's AI & Annotation
Service FeaturesFeature

Feature01

Achievement in Creating Training Data
Over 48 Million Cases
Extensive Experience and Track Record Across a Wide Range of Projects

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Feature02

Project management by highly skilled PMs

*PM: Project Manager

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Feature03

A Robust Security System
Based on Three Pillars:
Tools, Training, and Environment

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AI & Annotation ServicesAchievements & Case StudiesCase Study

CASE 01
AI Development Project for Advanced Medical Devices
Medical Device Manufacturer

Required Tasks
  • AI development of advanced medical devices whose purpose is supporting surgery and diagnosis. The materials included real data, such as endoscopic images and X-ray images. The work involved instance segmentation of several types of labels.
Customer's
Challenges
  • For the handling of highly confidential medical data, the customer wanted to avoid remote work and outsourcing overseas.
  • They were concerned about the compatibility between the source data and the tools used by subcontractors.
Our
Solution
  • Work progressed in a domestic, on-site environment. We ensured the confidentiality of data by meeting the security standards of ISMS.
  • By properly managing the version of the tools used, we unified the environments of our customer and annotators. This ensured data integrity.
Number of Tasks
 10,000 items
Work Period
 2 months
Main Takeaways
  • Human Science can build out advanced secure environments on-site.
  • We achieve thorough data management with comprehensive security management and worker education.
  • We provide flexible support for introducing new annotation tools and updating versions.

CASE 02
Autonomous Driving AI Accuracy Improvement Project
AI Technology Development Manufacturer

Required Tasks
  • Annotation for improving autonomous driving technology. Tagging performed by specifying objects and areas based on dashcam footage.
Customer's
Challenges
  • Planning for long-term operation, but the work is monotonous and the retention rate of annotators is low. Additionally, even if excellent annotators are trained, they leave quickly.
Our
Solution
  • We selected and organized a team of qualified personnel for this project from our contracted annotators.
  • Regular meetings were held within the team. We reinforced quality and productivity by creating a system that does not leave annotators' questions unanswered.
  • Workers were regularly assigned new responsibilities, and moved between teams. By making changes to the environment while ensuring quality, we were able to maintain high motivation and a sense of accomplishment from the annotators.
Number of Tasks
 Over 6,000 items
Work Period
 Over 6 months
Main Takeaways
  • Human Science can organize a team of personnel suitable for the project's tasks from the human resources directly contracted with Human Science.
  • We create changes and a sense of achievement, even after the start of the project, to keep the annotators' motivation high. We stabilize the quality of work by securing long-term employment.

CASE 03
AI Assistant User Request Understanding Improvement Project
Global IT Company

Required Tasks
  • Ensure that the AI assistant correctly understands the users' voice requests and can perform the desired actions.
  • Workers evaluate the AI's understanding by tagging each action taken by AI.
Customer's
Challenges
  • The customer wanted to build a team of 40 members within 2 months.
  • Working in a secure room was essential, due to the highly confidential nature of the project.
  • The task was highly difficult and relied on workers' insight and judgment, so they wanted to proceed only with skilled annotators. Training for annotators was essential before starting the actual work.
  • The cost needed to secure the resources was difficult for their own company.
Our
Solution
  • First, we started the project in our existing secure room, and within 1.5 months, we moved the project to a newly established secure room where 40 people could work.
  • We established a team structure and training program based on the proficiency of the annotators. By actively sharing and updating our knowledge, we were able to improve and stabilize the quality.
Number of Tasks
 About 450,000 items
Work Period
 6 months
Main Takeaways
  • Human Science can provide secure rooms that meet your standards. We also respond promptly to the need for expansion.
  • We provide thorough security education to annotators. We manage projects in a way that meets high security standards in both resources and environment.
  • By sharing information and communicating closely among members, we support the proficiency of annotators. This enables cost reduction through shorter training periods and greater productivity.
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AI Annotation Services Delivery Process Flow

  • 01
    Hearing
    Consult with us about any current issues or future aspirations that you have. We will propose the optimal solution.
  • 02
    Estimate
    We consider the man-hours and resource structure needed and issue an estimate. To calculate the man-hours, we will create a prototype, so we ask the customer to provide sample material data and the like.
  • 03
    Contract
    Once a contract is signed, our project manager works with the client to establish a consensus of the specific work criteria and specifications. This process will ensure stable productivity and quality.
  • 04
    Initial sample delivery (first delivery)
    We provide an initial delivery at the early stage of the project. After receiving feedback from the client on the deliverables and reconfirming the work requirements and quality, we proceed with the subsequent work.
  • 05
    Data annotation
    We enact the feedback from the customer and continue the work. Communication with the project manager is always possible, even while the work is in progress.
  • 06
    Delivery
    The deliverables are submitted, and the project is complete.
    After the project is complete, we will conduct a project retrospective (post-mortem) with the client if requested.

AI & Annotation Services Frequently Asked Questions FAQ

  • I am worried about whether we can get the right personnel to work on the project.

  • Can you to deliver part of the deliverables in the early stages of the project?

  • Can I consult and communicate with the project manager even after the actual work has started?

  • What are Human Science's quality management standards and project management system.

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AI & Annotation Services Useful Materials Download

  • Introduction to
    Annotation Services

    Download

  • 3 Key Points
    for Outsourcing
    Annotation

    Download

  • Introduction Materials for
    Annotation Services
    for the Medical Industry

    Download
Annotation Guide for Machine Learning

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