Yazaki’s image annotation service leverages its expertise to address these challenges and deliver high-quality data.
✔ Annotating low-quality or unclear images is highly challenging.
✔ Large volumes of images containing unexpected defects make annotation decisions difficult.
✔ Preprocessing tasks, such as sorting defective images, require significant effort.
By outsourcing your annotation work, you can focus on the tasks you should be prioritizing, such as AI model development and validation.
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Annotators with expertise in manufacturing images
Annotators understand the characteristics and differences of a wide variety of products and perform annotation tasks.
Other Features:
・Comprehensive security framework built on decades of automotive parts manufacturing expertise
・Robust quality control processes, including 100% inspection, to minimize errors
No upfront costs, plus a free trial available
No initial setup fee, with support available even for small-scale projects starting from just a few hundred images.
Other Features:
・We provide proposals based on your budget and schedule
・Cost-optimized proposals, including adjustments to the number of polygon annotations for object segmentation
Advice backed by our manufacturing expertise
Leveraging the advanced security management and expertise we have cultivated in the automotive parts manufacturing business, we provide proposals starting from the requirements definition phase.
Other Features:
・Capable of handling unclear images and images captured from suboptimal camera angles
・We also handle preparatory tasks, such as identifying defective images for annotation.
Visual inspection
- Creating training data for image recognition AI to detect defective products
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Accurately distinguishes between burn marks and shadows that appear to be the same black color on the image
Wire deflection/twist
- Extract wire deflection and twist from images of defective products
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Although it can be difficult to define requirements quantitatively, we prepare mutliple images of both defective and non-defective products to align our workers' understanding with your desired output.
Picking Robots
- Annotation for Picking Robots in Food-Related Automatic Lines
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Classification is performed by judging the hardness of each package (can the robot grasp it?)
Verify Quality in Advance
Reliable Cost Estimates
Requirements Definition Support
Requirements Discussion
We discuss your AI development project and annotation requirements.
Trial
We offer a free trial. (An NDA can be signed if required.) Experience YAZAKI quality firsthand.
Quotation
After confirming the requirements, delivery format, and schedule, we will provide a quotation.
Contract Signing
We execute the agreement based on a master service agreement and a purchase order (including the project amount).
Annotation
Once the detailed requirements are finalized, we begin the annotation work. We use a Q&A process to prevent misunderstandings.
Delivery & Acceptance
We deliver data that has passed our internal quality inspection.