Yazaki’s image annotation service leverages its expertise to address these challenges and deliver high-quality data.
✔ Distinguishing foreign objects from food products is essential for food safety, but accurate recognition from images is challenging.
✔ Objects with similar colors or textures often overlap, making accurate sorting difficult.
✔ Images captured with fisheye inspection cameras are often distorted, making it difficult to accurately identify object locations.
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 extensive experience in foreign object detection and food sorting
Our in-house annotators are trained to recognize food-specific characteristics, including packaging, food labels, and foreign object contamination.
Other Features:
・Using image zoom to prevent missed annotations of minute objects
・Consistent labeling quality ensured through a rigorous multi-person review process
No upfront costs, plus a free trial available
Flexible budgeting by adjusting annotation granularity and work scope according to the types of target objects and contaminants
Other features:
・Optimizing the number of annotation items and workflow to maximize cost-effectiveness within your budget
・Cost-efficient operations through small-scale trial projects
High-magnification labeling for complex conditions
Using image zoom and detailed inspection, we carefully label minute debris, foreign objects, and overlapping items.
Other features:
・After understanding your requirements, we also support food packaging, worker identification, and production line monitoring while maintaining high-quality annotation.
・Supporting challenging images, including fisheye, reflective, and shadowed imagery
Detection of Multiple Types of Foreign Objects
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Annotating multiple types of foreign objects in food manufacturing, including hair, plastic fragments, and paper particles
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Accurate detection even for objects with similar colors or shapes
Fisheye Camera Images
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Correcting distortion in images captured with wide-angle lenses and providing accurate annotation
- Image analysis support tailored to your production environment
Recognition of Overlapping Objects and Color Differences
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Accurate annotation of overlapping food ingredients with similar colors and gloss characteristics
- Carefully distinguishing subtle differences in color and texture between foreign objects and food materials
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.