Multi-Camera
Data
For
Physical AI

Sample NATIX Real-World Data For Your Project

Access Sample Data

· Multi-camera Data — 4–6 cameras
· Metadata: GPS, IMU, Telemetry data
· Automatic anonymization — blurred faces & license plates

Explore NATIX
Data Use Cases

01

World Foundation Models

WFMs are rapidly becoming the cornerstone of autonomous driving and broader robotics. NATIX captures synchronized 360° footage from vehicles around the world — representing the complexity of real-world motion in every direction.

City junction seen from a driving camera with a left-turn path drawn on the road, a Turn left prompt and a route map
02

End-to-End Models

NATIX data helps train end-to-end (E2E) driving models on diverse, real-world multi-camera footage, and refine world models & neural simulation so E2E policies can be stress-tested in photorealistic virtual environments.

03

Scenario Generation for Simulations

NATIX offers OpenSCENARIO (4D) + OpenDRIVE datasets for building simulation-ready environments, and creating data components used by autonomous driving stacks and other Physical AI systems.

01

HD Map Generation

NATIX's crowdsourced footage feeds automated HD map construction — lane geometry, road edges and junctions reconstructed at centimetre scale across entire cities.

02

Semantic Map Layers

Signs, signals, lane markings and points of interest are detected and geo-referenced into rich semantic layers, ready for navigation and route planning.

Two dashcam clips, a suburban crosswalk and a multi-lane city junction, each with a small driving-path plot

Why NATIX Data is the
Best in the Market

Explore what makes NATIX’s Multi-Camera Data Unique

Real-World Driving

The multi-camera data that NATIX offers is crowdsourced from drivers, reflecting the randomness of real-world driving, and making it ideal for World Model and End-to-End model creation.

Multi-camera footage arranged around a central capture node

Data Diversity

NATIX data spans across three continents, and encompasses driving in different weather, types of the road (city, highway, rural), vehicle trajectory speed, time of day and more.

Diverse driving scenes across weather and road types

Privacy-Compliant Data

NATIX uses anonymization AI to automatically strip the captured imagery from personal identifiable information to ensure compliancy with data privacy regulations.

Street scene with anonymized faces and license plates
INTERESTED IN NATIX DATA?

Success Stories

NATIX-Powered World Model banner: a street video with traffic cones and road workers, branching into three video clips

Meet Orbis 2: Second World Foundation Model Powered by NATIX Data

Read article
NATIX and Valeo World Foundational Models banner: a white car on a multi-lane road below a panel of six camera views

NATIX × Valeo: Building One of the Largest Open-Source Multi-Camera World Foundation Models

Read article
NATIX Joins Autoware Foundation banner: a silver self-driving car on a city street at night, ringed by sensor graphics

NATIX x Autoware: Providing Multi-Camera Data to the World’s Leading Open-Source Autonomous Driving Stack

Read article
Nomadic ML and NATIX banner: a search for Edge Case including Cyclists finds a clip of cyclists on a narrow street in Belgium

NATIX x Nomadic ML: Video AI Agent for Physical AI Meets Internet of Cameras

Read article
NATIX and GrabMaps banner, Reshaping the Mapping Landscape: a glowing globe with arcs linking continents

NATIX and Grab Partner to Reshape the Mapping Landscape on a Global Scale

Read article
NATIX and MaprGo banner, Building Spatial Intelligence for Physical AI: a dark 3D city map with a lit route and hazard pins

NATIX × MaprGo: Spatial AI Intelligence for Physical AI

Read article

Revolutionizing Mapping and Pioneering Physical AI

1

Global coverage and an ever-growing community

2

Cost-effective, highly scalable DePIN

3

Unique privacy compliant Computer Vision AI

3D city map with hazard pins and two camera frames labeled Accident detected and Road construction detected3D city map with hazard pins and a camera frame labeled Road construction detected

Discover use cases:

City street with a blue wireframe overlay tracing buildings, cars and lanes

World Foundational Models

WFMs are rapidly becoming the cornerstone of autonomous driving and broader robotics. WFMs can simulate millions of real-world scenarios for training, testing, and validation — dramatically accelerating Physical AI development and improving safety and reliability. NATIX captures synchronized 360° footage from vehicles around the world — representing the complexity of real-world motion in every direction.

3D reconstruction of a street corner built from camera footage, with the original street photo inset

3D Space Reconstruction

NATIX's 360 data from Tesla cameras can be used to reconstruct a three-dimensional representation of our world and lay the foundation for Physical AI — empowering autonomous vehicles, robots to understand and interact with their environments more intelligently.

Driving-camera view of a junction with a left-turn arrow and the route drawn on the road

Visual Positioning System

A Visual Positioning System (VPS) allows machines to determine their exact position using visual data, which offers an edge over existing technologies that are lacking in dense urban areas and indoors. Visual positioning solutions can determine the exact position of elements in relation to fixed landmarks and other moving objects.

City street with a blue wireframe overlay tracing buildings, cars and lanes

World Foundational Models

WFMs are rapidly becoming the cornerstone of autonomous driving and broader robotics. WFMs can simulate millions of real-world scenarios for training, testing, and validation — dramatically accelerating Physical AI development and improving safety and reliability. NATIX captures synchronized 360° footage from vehicles around the world — representing the complexity of real-world motion in every direction.

View through a windshield with boxes around detected vehicles, a pedestrian, traffic lights and road signs

Training Autonomous Driving Systems

As the first DePIN project directly contributing to the development of the autonomous driving stack, with the VX360, NATIX provides companies with 360° video data. This offers autonomous driving companies with affordable, and immediate access to the training and pre-training data for their systems and play a pivotal role in developing safer autonomous vehicles.

Three camera views of a junction above the same scene rebuilt as a 3D simulation with cars and a cyclist

Scenario Generation

Scenario generation is a crucial process in the testing, verification, and validation of the autonomous driving stack. Using 360° video collected by VX360 users, NATIX can provide autonomous vehicle companies with classified real-life scenarios of edge cases for smarter, and safer autonomous driving models.

Dashcam frame of a junction with two pedestrians blurred for privacy

Privacy-Compliant Data

NATIX uses anonymization AI to automatically strip the captured imagery from personal identifiable information before they are contributed to the network. This ensures compliancy with data privacy regulations which is especially important in this day and age.

Street-level photo of a paved shopping street with storefronts and pedestrians

Fresh Street-level Imagery

Map makers can benefit from NATIX’s fresh street-level imagery, ensuring that the captured data reflects the latest changes in the environment. NATIX provides continuous data streams that enable map makers to maintain up-to-date visual information, improving accuracy and reliability of their maps.

Street scene with green boxes around detected traffic signs

Dynamic Map Attributes

NATIX’s data can provide map makers with up-to-date information on dynamic data, such as accidents, construction zones, faulty road infrastructure, and display real-time changes to traffic signs, providing accurate and timely information to drivers about speed limits, lane closures, and other traffic regulations.

Phone running the NATIX dashcam app, linked to cars and other phones across a city map

Low-Cost Data Collection

NATIX leverages a crowdsourced camera network for data collection. By utilizing existing cameras in smartphones and Tesla vehicles, NATIX provides a cost-effective solution for collecting high-quality data without the need for expensive equipment or extensive setup.

Phone showing a mission to detect 100 traffic signs inside an outlined area of Rouen

Targeted (Laser focused) mapping

NATIX uses unique incentivization techniques to coordinate and mobilize its crowd-sourced network and offer targeted mapping capabilities. NATIX can provide map makers with street-level imagery data collected from specific areas, covering blind spots efficiently.

Dashboard-mounted phone labeling cars, a bus and a traffic light in live street video

Event & Object Detection (on Edge)

Using Edge computing capabilities (on device), our computer vision AI pipeline can be used for real-time map attributes detection (e.g. traffic signs, potholes, road construction, and more), providing valuable insights and data for mapping applications.

Dashcam frame of parked cars and a pedestrian with the face and license plates blurred

Privacy-Compliant Data

NATIX uses anonymization AI to automatically strip the captured imagery from personal identifiable information before they are contributed to the network. This ensures compliancy with data privacy regulations which is especially important in this day and age.

Map with color-coded road segments and traffic-sign markers such as speed limits, stop and no entry

Real-Time Infrastructure Inventory

Cities and road operators can revolutionize their infrastructure management by maintaining a comprehensive real-time inventory of critical elements such as traffic signs, traffic lights, and road conditions using NATIX data insights. This real-time inventory provides invaluable information for planning maintenance activities, optimizing traffic flow, and ensuring the safety of road users.

Dashcam frame of a city street with road-surface damage highlighted in red

Road Infrastructure Damages

NATIX's comprehensive data capabilities facilitate continuous monitoring and detection of road damages such as potholes, cracks and faded road markings. Proactive monitoring of road conditions enables authorities to identify potential risks, prioritize maintenance tasks, and implement timely repairs or interventions.

Why you should integrate NATIX with your product?

Use-Case Definition

We can help you with existing data or any specific data type you need. We can customize AI models that can detect the event of your interest to support your use-case.

Targeted data collection

We can target any region or location.If you have data gaps and blindspots in a certain region, NATIX can help you with targeted data collection for the desired use-case.

Seamless API integration

With our robust API we can connect with any platform for you to use the data seamlessly. You will the data in real-time fed to your system.

Historic Data Access

Gain access to historic data, whether it's historical pothole records or street-level imagery, through our comprehensive data API to support your analysis and decision-making processes.

Interested in fresh NATIX-powered multi-camera data?

hello@natix.io

Request Data