Annotation Services by Industry

SERVICE

YAZAKI Image Annotation Services for
Highly Specialized and Complex Projects

YAZAKI Image Annotation Services have a proven track record across a wide range of industries, including automotive, healthcare, manufacturing, and infrastructure. Even for highly specialized projects requiring expert knowledge, we deliver high-quality training data through our proprietary quality management system. We understand the challenges of your computer vision projects and support smooth AI development.

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Satellite Imagery

We support highly complex satellite image data, including low-resolution, high-resolution, and SAR imagery, addressing distortion and chromatic aberration unique to satellite data.

Image Annotation Case:

River and coastline extraction, vegetation classification, vessel detection in ports, ground surface change detection, etc.
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Manufacturing & Factories

We provide annotation for difficult-to-identify defects such as fine scratches, color unevenness, and transparent objects to support automated visual inspection.

Image Annotation Case:

Scratches, dents, burrs, PCB solder defects, wire sagging, parts recognition for robotic picking, etc.
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Autonomous Driving & Mobility

We support highly challenging images captured under varying driving conditions, such as nighttime, rain, and backlighting, as well as complex segmentation for LiDAR and other sensors.

Image Annotation Case:

Vehicle recognition and 3D training data for autonomous driving, pedestrian detection, traffic light and sign recognition, etc.

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Infrastructure & Construction

We support anomaly detection from wide-area, high-resolution images for applications such as bridge and tunnel inspections and construction site safety management.

Image Annotation Case:

Hazardous behavior detection, infrastructure inspection, drone imagery, construction material damage detection, road deterioration analysis, etc.
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Crop & Animal Recognition

We support analysis for smart agriculture, including crop growth monitoring and pest detection, as well as individual management in aquaculture and livestock farming.

Image Annotation Case:

Crop growth recognition, germination detection, livestock management, freshness assessment, automated harvesting support, etc.
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Drawings

We support precise extraction of complex overlapping elements such as components, symbols, and dimension lines when digitizing paper drawings and PDFs.

Image Annotation Case:

Component extraction from architectural drawings, wiring and piping route identification, floor plan segmentation, etc.
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Medical & Healthcare

We support highly specialized medical and research applications, including cell analysis and X-ray imaging, that require advanced expertise and meticulous interpretation.

Image Annotation Case:

Microscope images, dense cell boundary extraction, skeleton and pose estimation, CT images, X-ray images, human motion analysis, etc.
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Food Processing & Sorting

We support a wide variety of applications, including plating inspection and foreign object detection in food factories, product identification in stores and logistics warehouses, and automated sorting.

Image Annotation Case:

Foreign object and defect detection in food, product identification, out-of-stock and shelf condition detection, package classification and sorting, etc.

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