Retail

Product Detection & Classification: Annotating items on shelves or in warehouses for real-time stock tracking and automated checkout systems.

Instance & Semantic Segmentation: Pixel-level labeling of multiple products, packaging types, and shelf zones to support visual merchandising and space optimization.

Object Tracking: Continuous tracking of products, carts, or customers across frames for behavior analytics and loss prevention systems.

Pose & Keypoint Annotation: Identifying human gestures or body movements to train models for customer engagement analysis or in-store heat mapping.

OCR & Text Annotation: Labeling price tags, barcodes, and signage to enable automated recognition systems in smart retail applications.

Bounding Box Annotation: Precise object localization for AI-driven applications such as cashier-less checkout, smart shelving, and robotic vision systems.