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Flexible plans for enterprise teams

Features

Community

Enterprise
Basic

Enterprise
Premium

Supported data types
Image
Annotate image data in common formats such as JPEG, PNG, BMP, PPM, PDF, TIFF, and more.
Video
Annotate video data in common formats such as MP4, AVI, MOV, and other supported video formats.
3D point clouds
Annotate 3D point-cloud data, including PCD and BIN inputs, with 3D annotation tools.
Audio
Annotate audio in WAV, MP3, FLAC, and OPUS using waveform-based interval labeling and text attributes.
Core annotation editor
Core shapes & modes
Use CVAT's core annotation shapes and modes across supported image, video, audio, and 3D workflows, with a wide range of supported dataset formats.
Advanced 2D editing — snap, join/slice, simplify, rotated drawing, bulk shape conversion
Refine 2D annotations with snapping, join/slice, simplify, rotated drawing, and bulk shape conversion.
Layers, filters, annotation-source filtering, multi-object selection & batch editing
Organize dense annotations with layers and filters, filter by annotation source, and edit multiple objects in batches.
Audio interval editor — waveform, labels/text attributes, snap/split/pin, annotation export
Upload datasets for annotation and download the annotated datasets for use Create and edit timestamped audio intervals on a waveform, with labels, text attributes, snapping, splitting, pinning, and export.in training your models.
Project management
Projects
Organize related tasks, labels, datasets, and annotations in a reusable project-level workspace.
No subscription-based limits
No subscription-based limits
No subscription-based limits
Tasks
Group source data and annotation jobs under a shared labeling configuration and workflow.
No subscription-based limits
No subscription-based limits
No subscription-based limits
Team collaboration
Invite team members, share workspaces, assign annotation and review work, and collaborate on projects, tasks, and jobs.
Bulk resource actions & metadata CSV export
Perform bulk actions on workspace resources and export resource metadata to CSV for reporting or administration.
Data management & developer tools
Storage
Storage used by self-hosted CVAT is provided and managed in the customer's infrastructure.
Customer-managed
Customer-managed
Customer-managed
Cloud storage connections
Connect CVAT to supported cloud storage providers such as Amazon S3, Azure Blob Storage, and Google Cloud Storage.
API, SDK & CLI access
Integrate and automate CVAT workflows programmatically through the REST API, Python SDK, and CLI.
Personal Access Tokens
Create Personal Access Tokens for authenticated API, SDK, and automation access.
Configurable
Configurable
Configurable
Data export
Export annotations, and where the plan permits media, in supported dataset formats for training and downstream workflows.
Full dataset export
Full dataset export
Full dataset export
Webhooks
Send event notifications from CVAT to external systems when supported resources change.
Quality control & analytics
Manual review
Assign reviewers to inspect annotations, leave issues and comments, and approve or reject completed work.
Ground Truth jobs
Use a Ground Truth job as a reference set for measuring annotation quality.
Honeypots
Insert validation frames from a Ground Truth job into annotation jobs to continuously measure annotator quality.
Consensus-based annotation
Have multiple annotators label the same data and compare or merge results to improve confidence and resolve disagreements.
Immediate Job Feedback
Show annotators a quality result when they finish a job, with a limited number of validation attempts.
Advanced quality requirements & metrics
Define multiple quality requirements and thresholds, including checks by metric, class, and annotation type.
Reports & analytics
Monitor annotation quality and workflow performance through quality reports, metrics, and analytics.
Security
LDAP authentication
Authenticate users against an LDAP directory in self-hosted CVAT deployments.
SSO via OIDC / SAML
Use your organization's identity provider to sign in through SSO with OIDC or SAML.
Role-based access control (RBAC)
Assign permissions by role so users have access only to the data and actions appropriate for their responsibilities.
Audit logs
Track user actions and system activity for security, troubleshooting, and auditability.
AI & automation
Automatic annotation with self-deployed Nuclio models
Deploy self-hosted Nuclio annotation functions and run them from CVAT for automatic annotation.
Third-party models via Hugging Face & Roboflow
Connect models from Hugging Face or Roboflow and use them for automatic annotation in CVAT.
Batch automatic annotation
Run automatic annotation across a batch of data instead of applying a model manually item by item.
CVAT AI Agents — connect custom models
Connect custom models as CVAT AI Agents and run them inside annotation workflows.
Region of Interest for automatic annotation
Run a supported detector only within a selected region of an image or video frame.
SAM 2 & SAM 3 image segmentation
Use SAM 2 and SAM 3 for prompt-based image segmentation and AI-assisted labeling.
SAM 2 video segmentation & tracking
Use SAM 2 to segment and track objects across video frames.
Deployment & customization
Private instances
Number of separate private CVAT Enterprise environments covered by the plan, commonly used for production and optional dev/staging.
Self-managed
1
Up to 3
Deployment configuration
Level of deployment configuration supported for the customer's infrastructure and enterprise environment.
Self-managed
Standard
Custom
White-labeling / branding support
Apply customer branding to a self-hosted CVAT Enterprise deployment, subject to plan terms.
Self-managed
Paid add-on
Custom feature development
Engineering work to build customer-specific CVAT functionality; availability and commercial terms depend on the plan.
On demand, extra fee
Support & services
Deployment support
CVAT engineering assistance with installing and configuring the Enterprise deployment.
One-time
Ongoing
Dedicated support engineer
Direct access to a dedicated CVAT support engineer for product and deployment assistance.
Live chat support
Access real-time support channels for urgent product or deployment issues.
Training & onboarding
Training and consultation with CVAT experts to help teams adopt and operate the platform.
Support coverage
Level and scope of direct CVAT support included with the edition or plan.
Community resources
Initial support + critical issue escalation
Dedicated support + priority SLAs

Compare plans & features

Community

Enterprise
Basic

Enterprise
Premium

Features
Feature boost
Custom feature development for CVAT. For more details, see Feature Request.
Image, video, 3D point clouds, audio
Image and video annotation supporting all formats and all annotation tools.
Team collaboration
Invite users to join your organization within CVAT to collaborate on the project.
Projects & tasks
Create and clarify a limited number of projects and add as many tasks as needed.
Manual annotator assignment
Assign annotators and reviewers to specific tasks or jobs.
Cloud storage integration
CVAT supports integration with cloud storages like AWS S3, Azure Blob Storage, and Google Cloud Storage.
API access
CVAT provides API access, allowing developers to integrate and automate workflows programmatically.
Data import/export
Upload datasets for annotation and download the annotated datasets for use in training your models.
Manual verification and QA
Allocate reviewers to assess the accuracy of annotations.
Automatic verification and QA
Automatically verify annotation quality using a Ground Truth job.
Analytics and reports
SSO support
Single sign-on (SSO) allows users to access multiple applications with just one set of credentials. CVAT supports SAML and OIDC.
LDAP support
Lightweight Directory Access Protocol (LDAP) is a protocol used to manage directory information over IP networks. It facilitates user management by centralizing data such as credentials and emails, ensuring consistency and scalability across organizations of all sizes.
Integration with Hugging Face and Roboflow
Blurring images for task previews
SAM 2 & SAM 3 for images
SAM 2 for videos
AI agents
Deployment
The service price does not cover hardware costs.
Private CVAT Enterprise instances
1
Up to 3
Usually dev/staging/prod
Deployment
Typical deployment assisted by CVAT.ai engineers if private instance access is unavailable for the CVAT.ai team.
One-time
On demand
Complex deployment
Complex deployment in the customer’s enterprise environment (VPN, proxy, IDM, private cloud infrastructure, limited access to Amazon Elastic Container Registry, etc)
On demand
Customisation & modifications
Enterprise version with custom alterations approved by the CVAT.ai team.
On demand, extra fee
Support
Full support if CVAT engineers have access to the required IT infrastructure. The client provides working accounts for CVAT support engineers.
Email support with 24-hour SLA
Security updates and reports
Our engineers will handle all security updates and provide you with reports. You can be sure that your data is secure.
Private helpdesk support
Private helpdesk channel to answer questions and resolve only critical issues. An issue is critical if no workaround can be provided.
Live chat support for critical issues
Additional support channels include phone support, chat support, and dedicated support contacts.
Access to experts
Access to specialized, highly trained support engineers or technical experts who can provide more in-depth assistance and improvements.
Training and consultation
Public channels
Documentation, Youtube Channel, Discord, etc.
Professional and Training Services
Up to 100 hours annually with CVAT annotation experts.
Onboarding
Supercharge your ML pipeline with CVAT Enterprise
Contact sales
/1
Data annotation platform trusted by leading computer vision and AI teams
/2
Deploy it on-prem, in VPC, or fully air-gapped
/3
Enforce SSO, RBAC, and audit logging for full control
/4
Use standalone or as part of your ML/MLOps stack
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