Luxonis Hub Overview

Luxonis Hub is the unified cloud platform for deploying, managing, and scaling OAK Apps across fleets of OAK devices. It brings together fleet management, OTA OS and application updates, model iteration, logging, and live streaming, so you can focus on building intelligent edge solutions instead of infrastructure.

Key Capabilities

Fleet management & monitoring: Track device health, connectivity, and app versions.
OTA updates: Remotely distribute OS updates.
App management: Versioned, containerized deployments of applications.
Continuous model improvements: Collect data, compile, and redeploy models.
Logging & observability: Access logs remotely.
Data & video streaming: Securely stream data and visual output for monitoring.
Custom APIs: Integrate core components into your own systems for whitelabling or CI.

Core Concepts

Device

A Device represents the physical host where the OAK Agent runs.
It may be:

A standalone Series 4 camera (OAK4-D, OAK4-S, etc.) with a pre-installed agent
A Linux machine (e.g., NUC, Jetson) where agent can be installed and Series 2 cameras are connected to

Devices appear in the Hub web interface, where you can:

Update OS or agent remotely
Deploy, stop, or update apps
Access remote terminals or logs for debugging

OAK Agent

The OAK Agent is a lightweight background service that runs on supported devices and connects them to Luxonis Hub.
It manages device discovery, app deployment, OTA updates, log streaming, and data upload.OAK Agent

Comes pre-installed on Series 4 devices or self-hosted on other Linux hosts to manage connected Series 2 cameras
Handles local app lifecycle and logs
Reports device status, health, and connected cameras to Hub

→ Learn more about OAK Agent

OAK App

An OAK App is a containerized application designed to run on OAK devices or other hardware managed by the OAK Agent. Each OAK App bundles your logic (e.g. vision pipelines, inference, control loops) together with its configuration and optional static front-end. Apps are deployed to devices via the Hub interface in production or the oakctl CLI when developing.

Includes configuration defined in oakapp.toml
Supports local or Hub-hosted static front-ends
Emits logs for debugging and monitoring
Can produce snaps to capture data, metadata, and inference results

Build and run an OAK App

Learn how to create, configure, and deploy an OAK App using the new stack.

Example Apps

Explore our examples on GitHub. Any application with oakapp.toml can be containerized.

Oakctl

Oakctl is the command-line interface for local management devices, agents, and OAK Apps. It provides developers and operators with direct control over devices on the same network from the terminal. Further, it can be used to upload applications to Hub for OTA deployments.→ Learn more about oakctl CLI

Why Luxonis Hub

Luxonis Hub helps you deploy edge AI at scale reliably, securely, and iteratively. As seen above, it allows:

Scalable deployments
Continuous improvement of models and apps
Unified logging, metrics, and observability
Simplified container-based management

By understanding these core concepts you can efficiently develop, deploy, and manage edge-AI workloads with Luxonis Hub.

Explore features

Explore features in details and learn how to utilize them.

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