All services
Image data collection and annotation
We source, label and review image datasets for visual product teams. That covers everyday object recognition, document capture, retail shelves, agriculture, manufacturing defects and street scenes, annotated to the schema your workflow expects.
What we handle
- Bounding boxes, polygons, polylines and semantic segmentation
- Keypoint and landmark marking for pose and product geometry
- Document, receipt and handwriting capture for OCR
- Region specific sourcing with balanced demographics and settings
What you receive
- Raw images with capture metadata
- Labels in COCO, YOLO, Pascal VOC or your own schema
- Annotation guideline document used by the team
- Quality report with sampled accuracy scores
Typical use
- Retail shelf and planogram checks
- Insurance and damage assessment
- Document digitisation and KYC
- Crop, defect and safety inspection
Questions about this service
- What image annotation formats do you deliver?
- We deliver COCO JSON, YOLO text files, Pascal VOC XML, CSV or a custom schema you define. We match your internal workflow rather than asking you to convert files.
- Can you collect images in a specific country or setting?
- Yes. Our contributor network lets us commission fresh capture by region, device type, lighting and scene, with consent recorded for every submission.