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Data annotation industry-specific use cases for the automotive industry

Data annotation outsourcing service for the automotive industry

With high security and thorough quality control, we also handle data annotation tasks for Japan's largest automotive manufacturer.

We offer a wide range of services, including annotation using video from in-vehicle cameras and LiDAR (Light Detection And Ranging) data, which detects and measures using light.

  • Autonomous Driving Development Project (2D)
    This work involves adding bounding boxes to various elements such as pedestrians and traffic signs, and performing semantic segmentation based on images taken with in-vehicle cameras. It is useful for real-time obstacle detection and other purposes.
  • Autonomous Driving Development Project (3D)
    Data acquired using LiDAR will be annotated with 3D bounding boxes. This will be used for the development of ADAS (Advanced Driver-Assistance Systems).
  • Bus Convenience Improvement Project
    Work to assign attributes such as age and gender to passengers by enclosing them in bounding boxes based on video footage inside the bus. By understanding usage and congestion levels by attribute, we can contribute to improving user convenience and safety.



Translation, Documentation, and Annotation Achievements

Features of Human ScienceFeature

  • Requirements definition that determines the success of the project
    There are various types and methods of data annotation for developing AI models for autonomous driving. The tools and file formats used can vary greatly. Our Project Managers utilize their experience and knowledge to propose the best annotation methods. Through consultation and agreement with our clients, we define each requirement and concretize the necessary work processes to achieve project success.
  • Utilize the latest data annotation tools
    At our company, we are constantly introducing the latest data annotation tools to achieve further improvement and stabilization of quality. With the latest tools, it is possible for our clients to check progress and review deliverables after the project has started. Additionally, using the check function, it is possible to mechanically detect any omissions or common mistakes. Real-time communication with data annotators allows for immediate consideration and dissemination of any additional standards or rules after the project has started.
  • Also supports project operations in offshore
    To develop AI models for autonomous driving, a huge amount of annotated data is necessary. In order to secure the maximum amount of data within cost limitations, our company has a track record of utilizing overseas resources at offshore locations. We are also able to provide English support from temporary work, allowing for smoother project progress. Even for offshore projects, management such as aligning with the client's understanding and quality control will be handled in Japan. We offer high-quality data annotation at a low cost, equivalent to domestic services.
  • Complete Information Security
    With our tool AnnoFab, which we use in our company, it is possible to build a system that cannot save data on local machines. It is also possible to restrict the work location by limiting the IP address. When sharing data in the cloud, we also support the use of highly secure services such as Amazon S3, as well as other services contracted by our clients.
  • Completed trial
    Our contracted data annotators are engaged
    At our company, we do not outsource work through crowdsourcing, but instead directly contract with reliable data annotators. While crowdsourcing may seem cost-effective at first glance, it can lead to unstable quality and unexpected cost overruns due to additional revisions and verification work.
    When hiring data annotators at our company, we always conduct interviews and trials. Even after the project has started, we ensure thorough communication to share important points and clarify any ambiguities, resulting in high-quality data annotation.

Frequently Asked QuestionsFAQ

I am worried if we can have the right personnel to work on the project.
At Human Science, we verify the work content before starting a project and assign personnel that are suitable for its characteristics. By assigning resources directly contracted by our company, we achieve effective team formation that utilizes the aptitude and past experiences of each member.
I am worried that the participating members will change every time because it is an intermittent project. Can we have the same project manager and team manager assigned to this project?
Even in intermittent projects, the same members are generally responsible for the work. This also applies to the Project Manager. We utilize knowledge and skills gained through experience to achieve stable project operations with high quality.
For security reasons, we would like to request on-site work instead of remote work.
Yes. We will respond. We will respond to your requests such as using the security room at our cleared ISMS standard Shinjuku office and resident at customer facilities. There are also cases where we have newly arranged dedicated work facilities for large-scale projects. >>Experience and Case Studies CASE03
We would like you to use the same annotation tool that we have been using in our company so far.
Yes. We will respond. We will also flexibly respond to tools that have not been introduced in our company so far. We can also provide support using VPN. Please consult with us first.
Offshore projects are concerned about work quality.
At Human Science, even for offshore projects, we conduct project management similar to domestic projects. Customer alignment and quality control are handled in Japan. Communication with on-site personnel is also directly handled by our project managers in English. We are able to provide high-quality training data that is comparable to domestic production.
Can I consult with the project manager and communicate even after the actual work has started?
Yes. We will respond. We offer meetings and feedback opportunities according to your requests. We also offer the use of Slack or Teams.
Can you extract necessary parts from a video as an image?
Yes. We will respond.
Is it possible to request data cleansing?
Yes. We will respond.
Please tell us about Human Science's quality management standards and project management system.
At our company, we operate a management system based on ISO9001 and PMBOK. Starting with the requirements definition at the beginning of the project, we conduct project reviews at each phase with all stakeholders, including the project manager, to respond to changes in specifications during the project, check the quality of deliverables, and reflect on the project after final delivery. We will meet the quality requirements of our customers with a thorough management system from the beginning to the end of the project.
I would like you to deliver a part of the deliverables in the early stages of the project.
Yes. We will respond. At an early stage, we will review the actual deliverables and proceed with the project after confirming that there are no discrepancies in the definition and interpretation of the work requirements. Below is an explanation of the overall flow of the project.
>>Flow until delivery
Is it possible to participate simultaneously in the cloud from here using the annotation tool used in the work?
Yes. It is possible. We can issue an account for you to check the progress and provide feedback during the project. Real-time communication with the project manager and the assigned staff is also possible.

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