Retail 2D Image Annotation & Delivery
Teams in Retail use TjMakeBot to turn raw 2D Image data into accepted, versioned datasets and trained models — with human gates and auditable evidence at every step.
What we annotate
Bounding boxes, polygons, OBB, keypoints, segmentation, 3D boxes and 6D poses for Retail 2D Image data, in one project with one label schema.
Pipeline & quality
Automated pre-labeling proposes candidates; reviewers approve or send back at human gates; quality reports state rule set, version, and metric calibers.
Delivery & evidence
Freeze dataset versions, export YOLO, and hand off an evidence bundle (metrics + calibers + versions + checksum) that a third party can recompute.