Automotive & Mobility
ADAS, autonomous driving, driver monitoring & automotive perception
AI and Computer Vision for Automotive and Mobility Innovation
Automotive companies are rapidly advancing driver assistance systems, autonomous driving perception, mobility services, and in vehicle monitoring. These AI powered applications rely on large volumes of accurately annotated data that represent real world conditions, including diverse road environments, lighting variations, weather, sensor types, and traffic scenarios.
DataVLab provides high precision annotation for automotive and mobility datasets, including object detection, lane and road segmentation, multi sensor alignment, LiDAR and point cloud labeling, traffic sign classification, and driver monitoring. Our teams work with fleets, OEMs, ADAS developers, robotaxi companies, and mobility platform providers who require consistent and scalable workflows.
We support both 2D and 3D data sources and follow structured protocols to ensure accuracy across long sequences and multi camera setups. Our quality control processes help automotive AI teams reduce model drift, improve perception reliability, and accelerate deployment.
Vehicle and Pedestrian Detection
Bounding boxes and tracking for cars, trucks, buses, pedestrians, and cyclists in diverse traffic conditions
Lane and Road Surface Segmentation
Pixel level segmentation of lanes, curbs, shoulders, crosswalks, road edges, and roadway markings
Traffic Sign and Traffic Light Annotation
Classification and bounding boxes for regulatory signs, warning signs, speed limits, and traffic lights
LiDAR and Point Cloud Labeling
Cuboids, segmentation, and instance labeling for 3D perception and autonomous navigation
Driver Monitoring and In Cabin Analysis
Annotation of driver posture, gaze direction, hand position, and behavior for DMS and safety systems
Long Sequence Tracking and Multi Camera Alignment
Consistent object IDs across extended sequences and camera perspectives to support advanced perception pipelines
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.
ADAS and Autonomous Driving Annotation Services
High accuracy annotation for autonomous driving, ADAS perception models, vehicle safety systems, and multimodal sensor datasets.
AR Annotation Services
High accuracy AR annotation for gesture recognition, motion tracking, and spatial computing models.
Audio Annotation
End to end audio annotation for speech, environmental sounds, call center data, and machine listening AI.
Automotive Image Annotation Services
High quality annotation for automotive camera datasets, including object detection, lane labeling, traffic element segmentation, and driving scene understanding.
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.
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.
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.
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.
Speech Data Annotation
Speech labeling for ASR, speaker diarization, voice AI & language model training
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.
Traffic Labeling Services
High accuracy labeling for traffic videos and images, supporting vehicle detection, pedestrian tracking, congestion analysis, and smart city mobility insights.
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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