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Annotation APIs

Overview

The annotation API provides utility modules for CVAT annotation tool.

Responsibilities

This part of the package is intended to support:

  • annotation metadata representation
  • credential handling
  • CVAT authentication
  • project-based annotation workflows
  • retrieval and persistence of annotation state

Typical workflow

A typical annotation workflow may involve:

  1. configuring credentials
  2. authenticating to the annotation backend
  3. creating or resuming a project
  4. posting images for annotation
  5. retrieving annotations for downstream processing

Notes

Because annotation systems are external integrations, exact behavior depends on deployment topology, endpoint configuration, authentication policy, and dataset conventions.