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
- 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
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 theoakctl 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 CLIWhy 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