ADAS & Autonomous Driving Annotation Services
ADAS & Autonomous Driving Annotation
Our ADAS and autonomous driving annotation services support OEMs, Tier 1 suppliers, and autonomy teams that develop safety-critical perception and planning systems. We handle multimodal datasets across camera, LiDAR, radar, and sensor fusion pipelines and deliver structured training data aligned with automotive quality requirements. Whether your team focuses on lane keeping, 3D object tracking, behavior interpretation, or general perception tasks, our annotation workflows adapt to your internal tooling, data formats, and model performance goals. We support urban driving, highway scenarios, nighttime scenes, rural environments, and adverse weather. We support ADAS data annotation, autonomous vehicle annotation, and data labeling for autonomous driving models, covering both 2D and 3D multimodal sensor inputs.
Automotive-grade multimodal annotation
Consistent labels for complex ADAS ontologies
Stable long-term pipelines for iterative training cycles
Advanced ADAS Annotation Capabilities
We provide specialized annotation workflows that support ADAS perception, prediction, and autonomous driving development. Our teams annotate camera, LiDAR, radar, and fused sensor data with consistent guidelines adapted to your ontology and performance needs. The examples below illustrate some of the core capabilities we deliver for ADAS and autonomous driving models. We support urban driving, highway scenarios, nighttime scenes, rural environments, and adverse weather.
Camera-Based ADAS Perception
Object detection, tracking, and lane level scene understanding
We annotate camera streams for multi class object detection, temporal tracking, traffic sign interpretation, traffic light states, vulnerable road users, lane markings, and dynamic obstacles. Our team ensures correct bounding box calibration, occlusion handling, class consistency, and temporal alignment across video sequences.
LiDAR & Radar Annotation for Driving Models
3D cuboids, cluster segmentation, trajectory alignment
We annotate 3D LiDAR and radar datasets for automotive perception and sensor-fusion pipelines. This includes cuboid placement, shape fitting, point-cloud segmentation, object tracking, range-rate interpretation, calibration alignment, and handling of long-range sensors used in highway-driving functions.
Multisensor Fusion Alignment
Cross modal object association and timestamp synchronization
We create consistent labels across fused camera LiDAR radar frames. This includes object association, verification of sensor projections, time synchronization checks, and validation of multi sensor correspondence based on your calibration parameters.
Drivable Area and Road Scene Segmentation
Pixel level masks for planning and navigation
We deliver pixel accurate segmentation masks for drivable areas, sidewalks, curbs, medians, static structures, road edges, and vegetation. These labels support path planning systems, HD mapping, and autonomous navigation models that operate in complex traffic environments.
Behavioral and Scenario Annotation
Maneuver classification and driving scenario labeling
We classify lane changes, merging behavior, braking responses, overtaking, intersection interactions, conflict points, and other scenario types used by prediction models. This supports higher level modules that interpret intent and anticipate motion.
ADAS Quality Assurance and Calibration Workflows
Multi layer QA for safety critical datasets
Our QA process includes multi stage review, statistical sampling, class balance checks, automated discrepancy detection, geometric consistency validation, and corrective action procedures. We maintain stable quality across long term ADAS projects with strict KPI requirements.
Discover How Our Data Annotation Process Works
Defining Project
Sampling & Calibration
Annotation
Review & Assurance
Delivery
Explore Our Different
Industry Applications
Our data labeling services cater to various industries, ensuring high-quality annotations tailored to your specific needs.
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.
Potential Today
We are here to assist in providing high-quality data annotation services and improve your AI's performances
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.
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.
Data Labeling
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
Advanced multimodal annotation workflows for ADAS perception, prediction, and autonomous driving systems.
Image Annotation Services
Image labeling service for computer vision models, including bounding boxes, polygons, and segmentation.
Video Annotation
Frame-by-frame tracking and object recognition for dynamic AI applications.
3D Annotation
Advanced point cloud and LiDAR annotation for autonomous systems and spatial AI.
Custom AI Projects
Tailor-made annotation workflows for unique AI challenges across industries.
NLP & Text Annotation
Entity recognition, sentiment analysis, and document structuring for smarter NLP models.
GenAI & LLM Solutions
Training data and fine-tuning support for Large Language Models and generative AI applications.
Insights on Data Annotation
Explore our latest articles and insights on Data Annotation
We are here to assist in providing high-quality data annotation services and improve your AI's performances