Overview

Explore the DeGirum AI Hub—your platform for evaluating models, running cloud inference, and compiling models for deployment with your hardware.

The DeGirum AI Hub is a cloud platform for quickly prototyping edge AI applications. It provides cloud access to the Device Farm, a collection of real SoCs and AI accelerators hosted by DeGirum. This allows you to run model inference without the time and cost of hardware bring-up, either directly in the browser with the Inference Dashboard or programmatically through DeGirum PySDK.

Public Model Zoos offer curated, pre-compiled models for multiple supported hardware targets, so you can run them immediately without packaging or setup.

Workspaces add advanced capabilities such as role-based collaboration, the ability to bring and manage your own models, and device management.

The Cloud Compiler produces artifacts for supported hardware targets, which are saved in Workspace Model Zoos. AI Hub also includes a Fleet Manager for device oversight and administration pages for managing Workspace Tokens, Workspace Settings, and Tasks.

AI Hub integrates with PySDK, so applications prototyped in the cloud can be deployed on local hardware with the same code, typically requiring only changes to the device or host settings and artifact name.