YAZAKI Image Annotation

More than 80 years of quality control experience translates to reliable annotations

PROBLEMS

Annotations are a bottleneck for AI development

In AI development such as image recognition, annotation (creation of training data) is often a bottleneck. By outsourcing the annotation to YAZAKI, you can concentrate on the core work of AI development such as model construction. YAZAKI will perform annotation work on your behalf and create high-quality training data.

CASE 1

Not enough engineers

Not enough engineers

  • With limited engineering resources, annotation work takes up too much time to focus on development work.

  • We hired our own annotators, but we couldn't reduce the number of engineers' man-hours as much as we wanted by training the annotators and communicating with them.

CASE 2

Poor annotation quality

Poor annotation quality

  • The quality of the annotation data was poor and the accuracy of the AI model was adversely affected.

  • We outsourced a complex annotation project, but the requirements were not communicated correctly, and as a result, it took time to review and revise.

SOLUTIONS

YAZAKI's in-house experts
can make the most of
complex and difficult projects.

Annotations by YAZAKI employees

Because YAZAKI employees perform the annotation, we achieve extremely high quality and responsiveness. We don't use crowdsourced workers, so you can trust us with confidence.

Trust difficult projects to YAZAKI

We excel at highly difficult projects that other companies cannot handle. The more difficult the issue, the more the quality of the worker impacts the quality of the annotation.

Proposals rooted in extensive knowledge.

YAZAKI is working on its own AI initiatives. We can make practical proposals based on our knowledge and experience, and can assist from the first step of defining annotation requirements.

REASON

Three reasons to choose YAZAKI

POINT 01

[Quality] If you value quality, you can trust Reliable YAZAKI.

  • Employees hired by YAZAKI carry out annotation work
  • Collaborative workspace annotation reduces variability among annotators
  • Full inspection and triple check system can be established (Other companies often have a sample inspection and double check system.)
POINT 02

[Price] Achieved a reasonable price by utilizing YAZAKI's assets

  • By utilizing YAZAKI's existing recruitment network and locations, we can achieve reasonable prices while keeping costs down.

  • Suggest best plan within budget, such as number of polygons and number of checks

POINT 03

[Responsiveness] YAZAKI's in-house experts can make the most of complex and difficult projects

  • Proposals rooted in extensive industry knowledge.

  • Dealing with highly difficult projects that other companies find challenging to handle

  • Report work status in real time

CASE

Case Study

SkymatiX, Inc.

SkymatiX, Inc.

株式会社スカイマティックスのロゴ

【Satellite image】
~Annotations of complex and highly difficult satellite images were also highly rated.~

The delivered data was of top-level quality compared to other vendors. The biggest point is that you were able to create good annotation data without requiring much effort on our part.

SERVICES

Extensive industry knowledge

Satellite image

Satellite image

Yazaki employees are able to make use of complex and difficult satellite images

  • River boundaries

  • Grassland and Tree Division

  • Shadow

Manufacturing and factories

Manufacturing and factories

Taking advantage of the knowledge we have cultivated as an automotive parts manufacturer

  • Visual Inspection

  • Wire Deflection and Twist

  • Picking Robot

Autonomous driving and mobility

Autonomous driving and mobility

Annotations that only YAZAKI, with its extensive experience in the mobility industry, can provide

  • Autonomous operation

  • Onboard Camera

  • Traffic and Security Cameras

More than 80 years of quality control experience translates
to reliable annotations