Connect
Add a Hugging Face or Roboflow model by link, or bring your own online with an agent.
Models
Add a model
ProviderHugging FaceModel URLToken
Add
DETR ResNet-50Hugging Face · DetectorReady
yard-vehicles-v3Your model · Agent on gpu-node-2Online
AI automation with any model, from anywhere
Connect open‑source, hosted or in‑house models and put them to work on every dataset you label.
Agriculture
Manufacturing
Robotics
Healthcare
Retail
GeospatialConnect once. Label everything.
Hosted or in‑house, every model speaks your project's labels and runs across entire tasks.
Match
Its classes map to your project's labels, so every result lands exactly where your team expects.
Automatic annotation
Task: Yard drone survey · 1,240 frames
DETR ResNet-50
Model labelTask label
carSelect
truckSelect
personSelect
All labels matchedAnnotate
Run
One action labels the whole task, every image and every frame.
Yard drone surveyvehiclepedestrian
Annotating with DETR ResNet-500 / 1,240 frames
Models
Add a model
ProviderHugging FaceModel URLToken
Add
DETR ResNet-50Hugging Face · DetectorReady
yard-vehicles-v3Your model · Agent on gpu-node-2Online
Your models stay yours
Proprietary models run on your own infrastructure and join CVAT through an agent, so your IP never changes hands.
Your infrastructure
yard-vehicles-v3
Weights stay here
Agent
frameslabels
Yard drone survey
Auto-annotation
Runs where you choose
On your own GPUs, in your cloud or on‑prem.
Weights never leave
Model code and weights are never uploaded to CVAT.
Shared across teams
Register a model once and your whole organization can use it.
CVAT is how ML teams ship real-world AI.
