Fashion Image Annotation Services for Apparel Recognition and Product Tagging

Fashion Image Annotation Services

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

Apparel Detection

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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

Fashion Attribute Tagging

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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

Clothing Segmentation

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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

Garment Keypoint Annotation

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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

Outfit and Style Recognition

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Understanding full looks

We annotate outfit combinations including tops, bottoms, and accessories and label overall style categories.

Model and Product Separation

Model and Product Separation

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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

1

Defining Project

We analyze your project scope, objectives, and dataset to determine the best annotation approach.
2

Sampling & Calibration

We conduct small-scale annotations to refine guidelines, ensuring consistency and accuracy before scaling.
3

Annotation

Our expert annotators apply high-quality labels to your data using the most suitable annotation techniques.
4

Review & Assurance

Each dataset undergoes rigorous quality control to ensure precision and alignment with project specifications.
5

Delivery

We provide the fully annotated dataset in your preferred format, ready for seamless AI model integration.

Explore Industry Applications

We provide solutions to different industries, ensuring high-quality annotations tailored to your specific needs.

Upgrade your AI's performance

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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Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted
Up to 10x Faster
Scalable for teams
AI-Assisted

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