Retail Image Annotation Services for Product Recognition, Shelf Intelligence, and Merchandising Analytics

Product recognition and shelf analytics depend on high quality annotated images. AI systems trained on labeled images can detect products, classify SKUs, measure shelf availability, validate planograms, and analyze merchandising performance.DataVLab provides retail image annotation services for FMCG brands, retail analytics platforms, autonomous store technology providers, and operations teams. Our annotators follow SKU guidelines, shelf zoning rules, category structures, and merchandising standards.We support product detection, SKU labeling, segmentation, price tag annotation, shelf zoning, out of stock detection, compliance checks, and display analysis.Quality control includes SKU consistency checks, multi stage review, geometry validation, and cross image consistency monitoring.