Smart Cities & Public Safety
AI-focused data labeling for traffic monitoring, crowd analysis, incident detection, and public safety systems in urban environments
AI and Computer Vision for Safer and Smarter Cities
Smart cities rely on real-time visibility and automated analysis to keep citizens safe and to improve the flow of people and vehicles. Accurate computer vision models support applications such as traffic optimization, anomaly detection, crowd behavior analysis, and public space monitoring. These models require large, high-quality annotated datasets that can represent the complexity of modern urban environments.
DataVLab provides specialized annotation services for city-scale applications including pedestrian tracking, vehicle detection, incident identification, crowd density estimation, and infrastructure monitoring. Our teams work with video streams from fixed surveillance cameras, traffic cameras, public transport hubs, and mobile devices to produce training data that is consistent across diverse lighting, weather, and density conditions.
We help municipalities, mobility companies, and public safety organizations deploy reliable AI systems that detect risks early, enhance situational awareness, and support smarter city planning.
Pedestrian and Vehicle Detection
Bounding boxes and tracking for pedestrians, cyclists, cars, and buses to support traffic optimization and mobility analytics
Crowd Density and Movement Analysis
Annotation of people in high density areas to train AI systems for crowd flow modeling, queue analysis, and public safety monitoring
Incident and Anomaly Detection
Frame level labeling of unusual events including falls, collisions, trespassing, and suspicious behavior to support safety and emergency response systems
Intersection and Roadway Monitoring
Detection and classification of vehicles, lane usage, stop line behavior, and turning patterns to power intelligent traffic systems
Public Space Activity Classification
Annotation of activities such as waiting, walking, running, or gathering to improve AI understanding of human behavior in urban environments
Multi Camera Video Synchronization and Tracking
Consistent object IDs across multiple camera feeds to support city wide tracking and large scale mobility analysis
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 annotation services for training computer vision and AI systems, with scalable workflows, expert QA, and secure data handling.
Video Annotation
Frame-by-frame tracking and object recognition for dynamic AI applications.
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.
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.
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.
Potential Today
Discover How Our Data Annotation Process Works
Defining Project
Sampling & Calibration
Annotation
Review & Assurance
Delivery
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