Fashion & Luxury

Product tagging, visual search, style recognition & luxury retail

Illustration of AI data labeling for fashion and luxury retail applications

AI and Computer Vision for Fashion and Luxury Retail

Fashion and luxury brands are increasingly adopting AI to deliver better product discovery, personalized recommendations, visual search tools, and automated catalog organization. Accurate annotated datasets are essential for recognizing clothing items, materials, accessories, textures, and patterns across diverse lighting, poses, and styles. AI also supports quality control, brand protection, counterfeit detection, and visual merchandising.

DataVLab provides specialized annotation workflows for fashion and luxury applications. We label garments, accessories, patterns, materials, product attributes, and style categories. Our team handles complex datasets that require detailed segmentation, multi attribute tagging, and consistent labeling of product variants, outfits, and collections. We also support bounding boxes and instance segmentation for runway imagery, e commerce photos, and street style images.

With structured workflows and strict quality standards, we help fashion and luxury companies accelerate AI development for trend analysis, visual search, automated curation, and customer experience enhancement.

Improve product tagging and catalog organization through precise labeling of garments, accessories, and attributes
Enable better search and recommendation systems using high quality datasets for clothing and style recognition
Support brand integrity with accurate annotations for quality control, counterfeit detection, and visual merchandising
Garment and Accessory Detection

Garment and Accessory Detection

Bounding boxes and segmentation for shirts, dresses, shoes, bags, and accessories across catalog and lifestyle images

Multi Attribute Product Tagging

Multi Attribute Product Tagging

Labeling of materials, colors, patterns, textures, and style categories to support automated product classification

Outfit and Look Segmentation

Outfit and Look Segmentation

Instance segmentation of full outfits and layered clothing for visual search and recommendation engines

Quality Control and Defect Detection

Quality Control and Defect Detection

Annotation of stitching issues, fabric defects, alignment problems, and product inconsistencies

Runway and Event Image Annotation

Runway and Event Image Annotation

Labeling of models, outfits, accessories, and stage elements to support trend analysis and media indexing

Brand Protection and Counterfeit Detection

Brand Protection and Counterfeit Detection

Detailed annotation of logos, patterns, and signature design elements for automated authenticity checks

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

Data Annotation - AI & Computer Vision

Unlock the full potential of your AI applications with our expert data labeling tech. We ensure high-quality annotations that accelerate your project timelines.

Image Annotation

Enhance Computer Vision
with Accurate Image Labeling

Precise labeling for computer vision models, including bounding boxes, polygons, and segmentation.

Video Annotation

Unleashing the Potential
of Dynamic Data

Frame-by-frame tracking and object recognition for dynamic AI applications.

3D Annotation

Building the Next
Dimension of AI

Advanced point cloud and LiDAR annotation for autonomous systems and spatial AI.

Custom AI Projects

Tailored Solutions 
for Unique Challenges

Tailor-made annotation workflows for unique AI challenges across industries.

NLP & Text Annotation

Get your data labeled in record time.

GenAI & LLM Solutions

Our team is here to assist you anytime.

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Data Labeling

Data Labeling Services for High-Quality AI Training

DataVLab is a data labeling company delivering accurate, secure, and scalable data labeling services for image, video, 3D, and multimodal AI. We build data labeling solutions that adapt to complex requirements and help teams ship models faster.

ADAS & Autonomous Driving Annotation

ADAS & Autonomous Driving Annotation Services

Advanced multimodal annotation workflows for ADAS perception, prediction, and autonomous driving systems.

Image Annotation Services

Image Annotation Services

Image annotation services for training computer vision and AI systems, with scalable workflows, expert QA, and secure data handling.

Video Annotation

Unleashing the Potential of Dynamic Data

Frame-by-frame tracking and object recognition for dynamic AI applications.

3D Annotation Services

3D Annotation Services for LiDAR, Point Clouds, and Advanced Perception Models

3D annotation services for LiDAR, point clouds, depth maps, and multimodal perception systems used in robotics, autonomy, smart cities, mapping, and industrial AI.

Custom AI Projects

Tailored Solutions for Unique Challenges

Tailor-made annotation workflows for unique AI challenges across industries.

NLP & Text Annotation

NLP & Text Annotation

Entity recognition, sentiment analysis, and document structuring for smarter NLP models.

GenAI & LLM Solutions

GenAI & LLM Solutions

Training data and fine-tuning support for Large Language Models and generative AI applications.

Unlock Your AI Potential Today

We are here to assist in providing high-quality data annotation services and improve your AI's performances

Data Annotation Tech for High-Performance AI

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.

Unlock Your AI
Potential Today
Get Free Quote

Discover How Our Data Annotation 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.
Unlock Your AI Potential Today

We are here to assist in providing high-quality data annotation services and improve your AI's performances