Skip to main content

AI Hub
for Edge AI
Development

The New
Era of Edge AI
Development

DeGirum AI Hub revolutionizes the way developers and businesses approach edge AI development. It dramatically reduces the cost and time-to-market by providing:

  • Easy-to-use applications development tools
  • The ability to test applications on various hardware remotely
  • The ability to run the same code, regardless of where the hardware is located

Welcome to the future of edge AI development.

DeGirum AI Hub revolutionizes the way developers and businesses approach edge AI development. It dramatically reduces the cost and time-to-market by providing easy-to-use applications development tools, the ability to test applications on various hardware remotely, and the ability to run the same code, regardless of where the hardware is located. Welcome to the future of edge AI development.

Same Code Everywhere

Using DeGirum PySDK, you can develop one software stack that is agnostic to where the AI accelerator is located: remotely, in the Local Area Network, or on the device.

DeGirum®
PySDK AI Client
DeGirum®
AI Server
DeGirum®
Device Farm
Device
with ORCA
Access through VPN/LAN/Localhost Access through Remote Server Direct Hardware Access DeGirum® AI
Hub & Model
Zoo
Model
Zoo
DeGirum®
Dedicated AI
Server
DeGirum®
Device Farm
DeGirum®
AI Server
DeGirum®
PySDK AI Client
DeGirum®
PySDK AI Client
DeGirum®
PySDK AI Client
Direct Hardware
Access
Localhost Direct access through
peer-to-peer VPN
LAN Access through
Remote Server
Localhost
Access
DeGirum® AI
Hub & Model
Zoo
Model
Zoo

Model Integration Tools

DeGirum AI Hub model integration tools significantly speed up and simplify model integration into software by allowing you to:

  • Choose from an extensive catalog of ready-to-use models
  • Port pretrained models
  • Design hardware-optimized models from scratch

The models can be evaluated remotely and deployed to the desired hardware at the edge.

DeGirum® AI Hub model integration tools significantly speed up and simplify model integration into software by allowing you to choose from an extensive catalog of ready-to-use models, port pretrained models, and design hardware-optimized models from scratch. You can train and use the model in your private and secure environment.

Choose Choose a model from
DeGirum® extensive
model list
View Models
Port Port any existing
model easily
View Models
Design Design a new model
using DeGirum® Model
Designer tools
Learn More
Evaluate Evaluate model
on any desired HW
Deploy Deploy model
automatically to edge
devices
/> /> /> /> Choose Choose a model from DeGirum® extensive model list Port Port any existing model easily Design Design a new model using DeGirum® Model Designer tools Evaluate Evaluate model
on any desired HW
Deploy Deploy model automatically to edge devices

Device Farm

DeGirum AI Hub is the world’s first and only platform that provides remote access to multiple Edge AI hardware to accelerate application development. The AI Hub enables developers to prototype AI applications remotely and run them on various hardware to evaluate performance before committing to any particular vendor, thus dramatically saving time and money.

DeGirum®
Device Farm
ORCA Edge TPU GPU VPU ARM Other
DeGirum®
PySDK AI Client
Access through
Remote Server
Direct access through peer-to-peer VPN DeGirum® AI
Hub
DeGirum®
Device Farm
DeGirum®
PySDK AI Client
Direct access through
peer-to-peer VPN
Access through
Remote Server
DeGirum®
AI Hub &
Model Zoo

Results

Avoid choosing HW based on misleading performance metrics

Avoid depending on metrics that don't apply to your product

Avoid buying HW you cannot use to full potential

Use the HW you have evaluated with your particular model

Get Started