# CVAT ## Docs - [Organizations](https://mintlify.wiki/cvat-ai/cvat/account/organizations.md): Create and manage organizations for team collaboration in CVAT - [Subscription Plans](https://mintlify.wiki/cvat-ai/cvat/account/subscription-plans.md): CVAT Cloud subscription tiers and self-hosted enterprise features - [User Roles and Permissions](https://mintlify.wiki/cvat-ai/cvat/account/user-roles.md): Understanding user roles, permissions, and access control in CVAT - [Advanced Annotation Tools](https://mintlify.wiki/cvat-ai/cvat/annotation/advanced-tools.md): Master interpolation, track mode, attribute annotation, object propagation, grouping, merging, and splitting - [Auto-Annotation](https://mintlify.wiki/cvat-ai/cvat/annotation/auto-annotation.md): Use AI models for automatic annotation with SAM2, YOLO, and other deep learning models - [Annotation Editor Overview](https://mintlify.wiki/cvat-ai/cvat/annotation/editor-overview.md): Comprehensive guide to the CVAT annotation editor interface, workspace layouts, and navigation - [Manual Annotation](https://mintlify.wiki/cvat-ai/cvat/annotation/manual-annotation.md): Step-by-step workflows for manual annotation in CVAT with keyboard shortcuts and best practices - [Shapes and Objects](https://mintlify.wiki/cvat-ai/cvat/annotation/shapes-and-objects.md): Complete guide to all annotation types - bounding boxes, polygons, polylines, cuboids, points, ellipses, skeletons, masks, and tags - [Annotations](https://mintlify.wiki/cvat-ai/cvat/api/annotations.md): Work with annotation data via the REST API - [Authentication](https://mintlify.wiki/cvat-ai/cvat/api/authentication.md): Authenticate API requests to CVAT - [Jobs](https://mintlify.wiki/cvat-ai/cvat/api/jobs.md): Manage annotation jobs via the REST API - [Organizations](https://mintlify.wiki/cvat-ai/cvat/api/organizations.md): Manage organizations via the REST API - [REST API Overview](https://mintlify.wiki/cvat-ai/cvat/api/overview.md): Introduction to the CVAT REST API - [Projects](https://mintlify.wiki/cvat-ai/cvat/api/projects.md): Manage CVAT projects via the REST API - [Tasks](https://mintlify.wiki/cvat-ai/cvat/api/tasks.md): Create and manage annotation tasks via the REST API - [Users](https://mintlify.wiki/cvat-ai/cvat/api/users.md): Manage users via the REST API - [Changelog](https://mintlify.wiki/cvat-ai/cvat/changelog.md): Version history and release notes for CVAT - [Configuration](https://mintlify.wiki/cvat-ai/cvat/cli/configuration.md): Configure authentication and server settings for CVAT CLI - [CLI Examples](https://mintlify.wiki/cvat-ai/cvat/cli/examples.md): Complete workflow examples using CVAT CLI commands - [Installation](https://mintlify.wiki/cvat-ai/cvat/cli/installation.md): Install and verify the CVAT CLI tool - [Project Commands](https://mintlify.wiki/cvat-ai/cvat/cli/project-commands.md): Create, list, and delete CVAT projects using the CLI - [Task Commands](https://mintlify.wiki/cvat-ai/cvat/cli/task-commands.md): Manage CVAT tasks from the command line - [System Architecture](https://mintlify.wiki/cvat-ai/cvat/contributing/architecture.md): Understanding CVAT's system architecture and components - [Code Style Guidelines](https://mintlify.wiki/cvat-ai/cvat/contributing/code-style.md): Coding standards and style guidelines for CVAT - [Development Environment Setup](https://mintlify.wiki/cvat-ai/cvat/contributing/development-environment.md): Set up your local development environment for CVAT - [Getting Started with Contributing](https://mintlify.wiki/cvat-ai/cvat/contributing/getting-started.md): Learn how to start contributing to CVAT - [Pull Request Process](https://mintlify.wiki/cvat-ai/cvat/contributing/pull-requests.md): How to create and submit pull requests for CVAT - [Testing Guide](https://mintlify.wiki/cvat-ai/cvat/contributing/testing.md): Learn how to write and run tests in CVAT - [Dataset Format Conversion](https://mintlify.wiki/cvat-ai/cvat/datasets/format-conversion.md): Converting between annotation formats and handling format-specific requirements - [Import & Export Datasets](https://mintlify.wiki/cvat-ai/cvat/datasets/import-export.md): Learn how to import annotations and export datasets in CVAT using the UI, CLI, and SDK - [Supported Dataset Formats](https://mintlify.wiki/cvat-ai/cvat/datasets/supported-formats.md): Complete list of annotation formats supported by CVAT for import and export - [Frequently Asked Questions](https://mintlify.wiki/cvat-ai/cvat/faq.md): Common questions and answers about using CVAT - [FiftyOne Integration](https://mintlify.wiki/cvat-ai/cvat/integrations/fiftyone.md): Visualize, explore, and curate CVAT datasets using FiftyOne - [Hugging Face Integration](https://mintlify.wiki/cvat-ai/cvat/integrations/huggingface.md): Use Hugging Face models for automatic annotation in CVAT - [Integrations Overview](https://mintlify.wiki/cvat-ai/cvat/integrations/overview.md): Connect CVAT with external tools and services to enhance your annotation workflow - [Roboflow Integration](https://mintlify.wiki/cvat-ai/cvat/integrations/roboflow.md): Use Roboflow Universe models for automatic annotation in CVAT - [Webhooks](https://mintlify.wiki/cvat-ai/cvat/integrations/webhooks.md): Set up webhooks to receive real-time notifications about CVAT events - [Introduction to CVAT](https://mintlify.wiki/cvat-ai/cvat/introduction.md): Learn about CVAT, the interactive video and image annotation tool for computer vision - [Key concepts](https://mintlify.wiki/cvat-ai/cvat/key-concepts.md): Understanding CVAT's core concepts - projects, tasks, jobs, labels, and annotation workflows - [Creating Projects](https://mintlify.wiki/cvat-ai/cvat/projects/creating-projects.md): Learn how to create and configure CVAT projects with labels, attributes, and settings - [Labels & Attributes](https://mintlify.wiki/cvat-ai/cvat/projects/labels-and-attributes.md): Configure annotation labels, attributes, hierarchies, and import/export label schemas - [Managing Tasks](https://mintlify.wiki/cvat-ai/cvat/projects/managing-tasks.md): Create tasks, upload data, configure jobs, and manage the annotation lifecycle - [Quality Control](https://mintlify.wiki/cvat-ai/cvat/projects/quality-control.md): Configure validation workflows, ground truth jobs, consensus annotation, and quality metrics - [Quickstart guide](https://mintlify.wiki/cvat-ai/cvat/quickstart.md): Get started with CVAT in minutes - create your first project, annotate data, and export results - [Auto-Annotation](https://mintlify.wiki/cvat-ai/cvat/sdk/auto-annotation.md): Automate annotation using detection and tracking functions - [Client](https://mintlify.wiki/cvat-ai/cvat/sdk/client.md): Client class for CVAT server connection and authentication - [Core Operations](https://mintlify.wiki/cvat-ai/cvat/sdk/core-operations.md): Working with projects, tasks, jobs, and annotations in the CVAT SDK - [Installation](https://mintlify.wiki/cvat-ai/cvat/sdk/installation.md): Install the CVAT Python SDK and optional dependencies - [PyTorch Adapter](https://mintlify.wiki/cvat-ai/cvat/sdk/pytorch-adapter.md): Use CVAT tasks as PyTorch datasets for training deep learning models - [Quickstart](https://mintlify.wiki/cvat-ai/cvat/sdk/quickstart.md): Get started with the CVAT Python SDK in minutes - [Authentication](https://mintlify.wiki/cvat-ai/cvat/self-hosted/admin/authentication.md): Authentication methods and configuration for self-hosted CVAT - [Backup and Restore](https://mintlify.wiki/cvat-ai/cvat/self-hosted/admin/backup-restore.md): How to backup and restore CVAT data and databases - [Configuration](https://mintlify.wiki/cvat-ai/cvat/self-hosted/admin/configuration.md): Environment variables and configuration options for self-hosted CVAT - [Monitoring and Logging](https://mintlify.wiki/cvat-ai/cvat/self-hosted/admin/monitoring.md): Monitoring, logging, and analytics setup for self-hosted CVAT - [SSO and LDAP](https://mintlify.wiki/cvat-ai/cvat/self-hosted/admin/sso-ldap.md): Single Sign-On and LDAP integration for self-hosted CVAT - [AWS Deployment Guide](https://mintlify.wiki/cvat-ai/cvat/self-hosted/installation/aws-deployment.md): Deploy CVAT on AWS with GPU support for auto-annotation and cloud-native services - [Docker Compose Installation](https://mintlify.wiki/cvat-ai/cvat/self-hosted/installation/docker-compose.md): Step-by-step guide to install CVAT using Docker Compose for local and production deployments - [Kubernetes Deployment with Helm](https://mintlify.wiki/cvat-ai/cvat/self-hosted/installation/kubernetes.md): Deploy CVAT on Kubernetes using Helm charts for production-grade, scalable installations - [Self-Hosted Installation Overview](https://mintlify.wiki/cvat-ai/cvat/self-hosted/installation/overview.md): Compare deployment options and understand the architecture of CVAT self-hosted installations - [Creating Custom Serverless Functions](https://mintlify.wiki/cvat-ai/cvat/self-hosted/serverless/custom-models.md): Build and deploy custom AI models as serverless functions in CVAT - [Deploying Serverless Functions](https://mintlify.wiki/cvat-ai/cvat/self-hosted/serverless/deployment.md): Deploy and configure serverless functions using Nuclio for CVAT - [Serverless Functions Overview](https://mintlify.wiki/cvat-ai/cvat/self-hosted/serverless/overview.md): Introduction to serverless functions in CVAT for AI-assisted annotation