Retail & Fashion

Build retail AI that knows every product.

Feed object-recognition and style-analysis models with specialized datasets that create the perfect shopping experience.

Applications

virtual-fitting-rooms.mp4 Live preview

Virtual fitting rooms

Clothing and accessory segmentation trains AR models to overlay digital garments onto shoppers for a personalized, accurate fit.

Technical edge

Multi-modal versatility

Annotate product photos, in-store video, and 3D scans together for shelf, catalog, and try-on data.

AI-powered automation

Pre-label products and attributes, then track shoppers and items across video frames.

Quality control

Validation and review catch misattributed products and missed items before data ships.

Collaborative workflow

Share large catalog and store-footage jobs across annotators and reviewers, with role-based access.

Customization & integration

Define custom attributes for size, color, and style, and export to your search or recommendation stack.

Enterprise-grade security

Keep pricing, catalog, and customer data confidential, with on-premise deployment available.

Annotation types

Bounding box

Rectangular boxes that identify and categorize clothing, accessories, and inventory for automated accounting and product search.

Keypoints

Points on the face or body that position jewelry and accessories precisely in AR.

Skeletons

Connected keypoints that capture shopper poses for behavior analysis and for fitting digital clothing onto a moving body.

Instance segmentation

Pixel-wise separation of each garment so models can tell apart layered clothing on a person.

Polygon

Flexible shapes that trace complex product contours for clean background removal and visual search.

Semantic segmentation

Pixel-level classification of retail space: aisles, shelves, mannequins, and checkout areas.

Mesh

Polygonal meshes that build 3D customer avatars and clothing twins for realistic fabric simulation.

Cuboid

3D boxes that measure packaged-goods dimensions and calculate shelf occupancy.

Custom annotation

A mix of annotation methods built around your specific retail or fashion task.

Put your retail & fashion data to work

Book a demo and we'll scope your retail dataset with you.

Custom solution? hello@keylabs.ai