Manufacturing & Industry
Defect detection, robotic perception, and automated QA in manufacturing
AI and Computer Vision for Manufacturing and Industrial Automation
Manufacturers are accelerating their transition toward automated production lines, predictive quality control, and intelligent robotic systems. But every AI initiative, whether for defect detection, assembly verification, worker safety, or robotic perception, relies on precisely annotated visual data.
DataVLab supports industrial teams by transforming raw factory images, videos, and sensor data into high-quality training datasets that power computer vision applications at production scale. Our experienced annotators handle complex tasks ranging from micro-defect segmentation to object tracking across assembly lines and warehouse environments.
With tailored workflows, multi-layer QA, and specialized annotation protocols, we help manufacturers deploy reliable, production-ready AI systems faster, whether for inline inspection, robot guidance, anomaly detection, or automated monitoring.
From automotive components to electronics, pharmaceuticals, packaging, and heavy industry, we deliver industry-grade labeled datasets designed for accuracy, consistency, and long-term model performance.
Surface Defect Segmentation
Pixel perfect segmentation of scratches, dents, and micro defects on metal, plastic, glass, and composite components to power automated visual inspection
Robotic Arm Perception and Part Localization
Annotation of parts, tools, and assembly components to train robots for picking, alignment, insertion, and automated manufacturing tasks
Assembly Line Verification
Object detection and multi object tracking across production lines to verify correct component placement, orientation, and assembly integrity
Worker and Machine Safety Monitoring
Bounding boxes and tracking for workers, forklifts, and machinery to build safety compliance models and prevent dangerous interactions
Quality Control in Packaging and FMCG
Image labeling for packaging integrity, label verification, fill level monitoring, and automated rejection of defective units
3D Point Cloud Annotation for Automated Factories
Cuboids, segmentation, and scene understanding applied to 3D scans of factory layouts for navigation, mapping, and robotic path planning
Annotation & Labeling for AI
Unlock the full potential of your AI application with our expert data labeling tech. We ensure high-quality annotations that accelerate your project timelines.
Enhance Computer Vision
with Accurate Image Labeling
Precise labeling for computer vision models, including bounding boxes, polygons, and segmentation.
Unleashing the Potential
of Dynamic Data
Frame-by-frame tracking and object recognition for dynamic AI applications.
Building the Next
Dimension of AI
Advanced point cloud and LiDAR annotation for autonomous systems and spatial AI.
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.
3D Annotation Services
3D annotation services for LiDAR, point clouds, depth maps, and multimodal perception systems used in robotics, autonomy, smart cities, mapping, and industrial AI.
3D Cuboid Annotation Services
High precision 3D cuboid annotation for LiDAR, depth sensors, stereo vision, and multimodal perception systems.
3D Point Cloud Annotation Services
High accuracy point level labeling, segmentation, and object annotation for LiDAR and 3D perception datasets.
Agriculture Data Annotation Services
High accuracy annotation for farming images, drone and satellite data, crop monitoring, livestock analysis, and precision agriculture workflows.
Agritech Data Annotation Services
High accuracy annotation for agritech applications including precision farming, field robotics, multispectral analytics, yield prediction, and environmental monitoring.
AR Annotation Services
High accuracy AR annotation for gesture recognition, motion tracking, and spatial computing models.
Bounding Box Annotation Services
High quality bounding box annotation for computer vision models that need precise object detection across images and videos in robotics, retail, mobility, medical imaging, and industrial AI.
Computer Vision Annotation Services
High quality computer vision annotation services for image, video, and multimodal datasets used in robotics, healthcare, autonomous systems, retail, agriculture, and industrial AI.
Computer Vision Labeling Services
Professional computer vision labeling services for image, video, and multimodal datasets used in robotics, smart cities, healthcare, retail, agriculture, and industrial automation.
Data Annotation Australia
Professional data annotation services tailored for Australian AI startups, research labs, and enterprises needing accurate, secure, and scalable training datasets.
Data Annotation Dubai
Professional data annotation services tailored for Dubai’s fast-growing AI ecosystem, with high-accuracy workflows for computer vision, geospatial analytics, retail, mobility, and security applications.
Data Annotation Europe
High-quality, secure data annotation services tailored for European AI companies, research institutions, and public-sector innovation programs.
Data Annotation for Startups
Affordable, fast, and scalable data annotation designed specifically for startups working on computer vision, multimodal AI, and rapid prototyping.
Data Annotation France
Professional data annotation services tailored for French AI startups, enterprises, and research labs that require accuracy, reliability, and GDPR-compliant workflows.
Data Annotation Germany
Reliable, accurate, and GDPR-compliant data annotation services tailored for German AI startups, research institutions, and enterprise innovation teams.
Data Annotation Korea
Accurate, scalable, and secure data annotation services tailored for South Korea’s rapidly advancing AI industry across robotics, semiconductors, autonomous mobility, medical imaging, and public safety.
Data Annotation New Zealand
Accurate, reliable, and scalable data annotation services tailored to New Zealand’s AI ecosystem, including agriculture, drone mapping, conservation, and smart-infrastructure applications.
Data Annotation Outsourcing Company
A dedicated data annotation outsourcing company that delivers accurate, scalable, and secure labeling services for computer vision, multimodal AI, and enterprise machine learning workflows.
Data Annotation Services
Expert data annotation services for machine learning and computer vision, combining expert workflows, rigorous quality control, and scalable delivery.
Data Annotation USA
Professional data annotation services for U.S. startups, enterprises, and research teams building high-performance AI models across diverse industries.
Data Labeling Outsourcing Services
Professional data labeling outsourcing services that provide accurate, consistent, and scalable annotation for computer vision and machine learning teams.
Data Labeling Services
End-to-end data labeling AI services teams that need reliable, high-volume annotations across images, videos, text, audio, and mixed sensor inputs.
Enterprise Data Labeling Solutions
Enterprise grade data labeling services with secure workflows, dedicated teams, quality control, and scalable capacity for large and complex AI initiatives.
Financial Data Annotation Services
High quality annotation for financial documents, transactions, statements, contracts, and risk data used in fraud detection and financial AI models.
Fitness AI Data Annotation Services
High quality annotation services for fitness AI models including posture correction, movement tracking, exercise recognition, and form quality scoring.
GenAI Annotation Solutions
Specialized annotation solutions for generative AI and large language models, supporting instruction tuning, alignment, evaluation, and multimodal generation.
Image Annotation Services
Image annotation services for training computer vision and AI systems, with scalable workflows, expert QA, and secure data handling.
Industrial Data Annotation Services
High accuracy annotation for industrial vision systems, supporting factory automation, defect detection, robotics perception, and process monitoring.
Insurtech Data Annotation Services
High accuracy annotation for insurance documents, claims data, property images, vehicle damage, and risk assessment workflows used by modern Insurtech platforms.
LiDAR Annotation Services
High accuracy LiDAR annotation for 3D perception, autonomous driving, mapping, and sensor fusion applications.
LLM Data Labeling and RLHF Annotation Services
Human in the loop data labeling for preference ranking, safety annotation, response scoring, and fine tuning large language models.
Logistics Data Annotation Services
High accuracy annotation for logistics images and video, supporting warehouse automation, parcel tracking, robotics perception, and supply chain analytics.
Map Annotation Services
Accurate annotation for digital maps, GIS layers, boundaries, POIs, road networks, and 2D cartographic datasets.
Mechanical Turk Alternative
A dependable alternative to Mechanical Turk for teams that need high-quality annotation, stable workforce management, and predictable results for AI and computer vision datasets.
Medical Video Annotation Services
High precision video annotation for surgical workflows, endoscopy, ultrasound sequences, and medical procedures requiring temporal consistency and detailed labeling.
ML Outsourcing Services
Comprehensive ML outsourcing services that support data annotation, data preparation, quality control, enrichment, and human in the loop workflows for machine learning teams.
Multimodal Annotation Services
High quality multimodal annotation for models combining image, text, audio, video, LiDAR, sensor data, and structured metadata.
NLP Data Annotation Services
High quality NLP data labeling for intent detection, entity extraction, classification, sentiment analysis, and conversational AI training.
Outsourced Image Labeling Services
Accurate and scalable outsourced image labeling services for computer vision, robotics, retail, medical imaging, geospatial intelligence, and industrial AI.
Pathology Annotation Services
High accuracy annotation for pathology and microscopy datasets including whole slide images, tissue regions, cellular structures, and oncology research features.
Plant Annotation Services
High precision plant level annotation for leaf segmentation, disease detection, phenotyping, growth analysis, and scientific agriculture datasets.
Polygon Annotation Outsourcing
High accuracy polygon annotation outsourcing for object boundaries, irregular shapes, and fine grained visual structures across robotics, retail, medical imaging, geospatial AI, and industrial inspection.
Polygon Annotation Services
High accuracy polygon annotation for computer vision teams that require precise object contours across robotics, medical imaging, agriculture, retail, and industrial AI.
Real Estate Image and Floor Plan Annotation Services
High accuracy annotation for real estate images and floor plans, including room classification, interior feature labeling, layout analysis, and property intelligence.
Retail Video Annotation Services
High accuracy annotation of in store video feeds for shopper tracking, queue detection, planogram monitoring, and retail operations optimization.
Robotics Data Annotation Services
High precision annotation for robot perception models, including navigation, object interaction, SLAM, depth sensing, grasping, and 3D scene understanding.
Scale AI Alternative
A reliable, cost-effective alternative to Scale AI with transparent processes, expert annotators, and customizable workflows for computer vision, NLP, and multimodal AI.
Semantic Segmentation Services
High quality semantic segmentation services that provide pixel level masks for medical imaging, robotics, smart cities, agriculture, geospatial AI, and industrial inspection.
Sensor Fusion Annotation Services
Accurate annotation across LiDAR, camera, radar, and multimodal sensor streams to support fused perception and holistic scene understanding.
Sports Video Annotation Services
High precision video annotation for sports analytics including player tracking, action recognition, event detection, and performance evaluation.
Text Data Annotation Services
Reliable large scale text annotation for document classification, topic tagging, metadata extraction, and domain specific content labeling.
Ultrasound Annotation Services
High precision annotation for ultrasound imaging across abdominal, vascular, cardiac, obstetric, and musculoskeletal applications.
Video Annotation
High quality video annotation for AI models that require tracking, temporal labeling, event detection, and scene understanding across dynamic environments.
Video Annotation Outsourcing Services
Scalable human in the loop video annotation for tracking, action recognition, safety monitoring, and computer vision model training.
X-ray Annotation Services
High quality X-ray annotation for chest imaging, bone structures, detection models, and diagnostic support systems across clinical applications.
We provide high-quality data annotation services and 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.
Potential Today
We provide high-quality data annotation services and improve your AI's performances
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