Fashion Image Annotation Services for Apparel Recognition and Product Tagging

Fashion Image Annotation Services
Fashion and ecommerce platforms rely heavily on computer vision models to organize catalogs, recognize products, optimize search results, and deliver personalized shopping experiences. These models require detailed and accurate annotations that capture the visual structure of clothing items, accessories, fabrics, and fits.DataVLab provides fashion image annotation services tailored for retail and fashion AI teams. Our workflows support a wide range of use cases such as apparel segmentation, color and pattern tagging, outfit recognition, keypoint annotation for garments, and multi attribute labeling. We help brands, marketplaces, and technical teams build structured datasets that improve recommendations, visual search, virtual try on systems, and automated catalog processes.Our annotators work across diverse apparel categories including tops, bottoms, dresses, outerwear, shoes, accessories, sportswear, and luxury items. With multi layer quality control and consistent taxonomies, we ensure that every annotation aligns precisely with your product categories and visual standards.
Detailed segmentation and bounding boxes for apparel detection and catalog automation.
Consistent multi attribute tagging including color, pattern, fabric, fit, and style.
Customizable annotation schemas for fashion specific AI models and retail workflows.
How DataVLab Supports Fashion AI and Ecommerce Automation
Our workflows help fashion companies build structured visual datasets for product tagging, visual search, and automated catalog management.

Apparel Detection
Identifying clothing items in images
We annotate bounding boxes around shirts, pants, dresses, jackets, and accessories to support object detection models used in retail automation.

Fashion Attribute Tagging
Multi label annotations for product attributes
We label attributes such as color, fabric, sleeve type, neckline, length, fit, and pattern to enrich product catalogs and improve search filters.

Clothing Segmentation
Pixel level annotation for apparel modeling
We segment clothing regions to support virtual try on systems, garment fitting simulations, and advanced fashion analytics.

Garment Keypoint Annotation
Structural and stylistic keypoints
We annotate garment keypoints such as collars, seams, waistlines, hems, and sleeves to help models understand the structure of apparel.

Outfit and Style Recognition
Understanding full looks
We annotate outfit combinations including tops, bottoms, and accessories and label overall style categories.

Model and Product Separation
Differentiating garments from background elements
We segment products worn by models or photographed in studio settings to prepare images for catalog publication.
Discover How Our Process Works
Defining Project
Sampling & Calibration
Annotation
Review & Assurance
Delivery
Explore Industry Applications
We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.
We provide high-quality annotation services to improve your AI's performances

Custom service offering
Up to 10x Faster
Accelerate your AI training with high-speed annotation workflows that outperform traditional processes.
AI-Assisted
Seamless integration of manual expertise and automated precision for superior annotation quality.
Advanced QA
Tailor-made quality control protocols to ensure error-free annotations on a per-project basis.
Highly-specialized
Work with industry-trained annotators who bring domain-specific knowledge to every dataset.
Ethical Outsourcing
Fair working conditions and transparent processes to ensure responsible and high-quality data labeling.
Proven Expertise
A track record of success across multiple industries, delivering reliable and effective AI training data.
Scalable Solutions
Tailored workflows designed to scale with your project’s needs, from small datasets to enterprise-level AI models.
Global Team
A worldwide network of skilled annotators and AI specialists dedicated to precision and excellence.
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