Yazaki’s image annotation service leverages its expertise to address these challenges and deliver high-quality data.
✔ Fine details such as stems and branches require highly precise labeling.
✔ Crops often share similar colors with their background, making accurate annotation difficult.
✔ Detecting moving objects such as animals and insects is challenging because they often blend into their surroundings.
By outsourcing your annotation work, you can focus on the tasks you should be prioritizing, such as AI model development and validation.
.png)
Annotators with extensive knowledge of vegetation characteristics
Our annotators understand plant growth stages and vegetation characteristics, enabling highly accurate annotations.
Other Features:
・A multi-person review process prevents missed annotations, even for highly challenging images
・Consistent, high-quality annotation achieved through collaborative in-house operations in a shared workspace
No upfront costs, plus a free trial available
We are currently offering a free trial—including support for edge cases (exceptional events)—prior to providing a quote.
Other features:
・Ongoing support for recurring projects with budget allocation optimized according to seasonal requirements
・Maximizing cost efficiency through flexible adjustment of annotation granularity and project workflows
Handles complex crops, similar tones, and motion
We handle complex-shaped crops, images with similar color tones, and motion recognition for animals.
Other Features:
・For subjective criteria such as ripeness, we align annotation standards in advance to ensure consistent quality
・We also support motion detection for animals, enabling the creation of training data tailored to different environments.
Accurate Annotation of Fine Stems and Branches
-
Precise segmentation for crops with complex shapes and significant individual variations
-
Defining ripeness levels and growth stages in advance to ensure stable and reliable training data
Animal Motion Detection
-
Accurately extracting moving objects such as birds, animals, and insects from images and videos
- Creating training data suitable for behavioral analysis and individual identification, even when objects blend into the background or appear blurred
Annotation for Images with Similar Foreground and Background Colors
-
Supporting challenging images where crops closely resemble the color of soil or leaves
- Team-based annotation with multiple reviewers to prevent missed detections caused by color similarity
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.