Ultralytics

Description

Ultralytics is an end-to-end computer vision platform for annotating data, training YOLO models, and deploying them across 42 global regions. It is built around the Ultralytics YOLO framework, from YOLOv5 to YOLO26, one of the most widely adopted vision AI model families, used by millions of developers and enterprises.

The platform provides smart annotation, including manual labeling across detection, segmentation, classification, pose, and OBB tasks, plus SAM3 click-to-segment and YOLO smart annotation. Users can run cloud trainings on a range of GPU types, export models to more than 20 formats such as ONNX, TensorRT, CoreML, and LiteRT, and deploy models as scalable inference endpoints to edge locations worldwide.

Ultralytics offers a free plan with unlimited projects, model training, deployment, and community support, along with Pro and Enterprise tiers. Enterprise customers receive dedicated support, custom SLAs, flexible licensing, on-premises or private-cloud deployment, SSO/SAML, and access to models trained on over one million images, with ISO 27001 and SOC 2 compliance.

Ultralytics's Core Features

• End-to-end platform for annotation, training, and deployment

• Smart annotation with manual labeling, SAM3, and YOLO auto-labeling

• Cloud training on a wide range of GPU types

• Model export to 20+ formats including ONNX, TensorRT, and CoreML

• Deployment as scalable inference endpoints across 42 regions

• Built on the widely adopted Ultralytics YOLO open-source framework

• Monitoring dashboard for model performance, drift, and inference metrics

• Enterprise governance with SSO/SAML, RBAC, and on-premises options

How to use Ultralytics?

1. 1

   Create a project: Organize your work into projects with datasets and models.

2. 2

   Annotate data: Label images manually or use SAM3 and YOLO smart annotation.

3. 3

   Train a model: Run cloud or remote training on your chosen GPU type.

4. 4

   Export or deploy: Export to 20+ formats or deploy as inference endpoints across global regions.

5. 5

   Monitor: Track model performance, drift, and inference metrics in the dashboard.

Ultralytics's Use Cases

• Data annotation
• YOLO model training
• Model deployment
• Enterprise vision AI

FAQ from Ultralytics

• What is the Ultralytics Platform?

  It is an end-to-end computer vision platform to annotate data, train YOLO models, and deploy them, built around the Ultralytics YOLO framework.

• Is Ultralytics really free?

  Yes. The Free plan includes unlimited public and private projects, model training, deployment, manual and smart annotation, export to all formats, and community support.

• What annotation tools are available?

  You can label across detection, segmentation, classification, pose, and OBB tasks, plus SAM3 click-to-segment and YOLO smart annotation.

• What export formats are supported?

  Models can be exported to more than 20 formats, including ONNX, TensorRT, CoreML, LiteRT, and NCNN.

• Where can I deploy models?

  You can deploy models as scalable inference endpoints to edge locations across 42 global regions.

• What does the Enterprise plan offer?

  Enterprise adds dedicated support, custom SLAs, flexible licensing, on-premises or private-cloud deployment, SSO/SAML, and custom models trained on over one million images.