76 lines
3.9 KiB
Markdown
76 lines
3.9 KiB
Markdown
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---
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title: 'CVAT Complete Workflow Guide for Organizations'
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linkTitle: 'CVAT Complete Workflow Guide for Organizations'
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weight: 2
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---
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Welcome to CVAT, this page is the place to start your team’s
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annotation process using the Computer Vision Annotation Tool (CVAT).
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This guide aims to equip your organization with the knowledge
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and best practices needed to use CVAT effectively.
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We'll walk you through every step of the CVAT workflow,
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from initial setup to advanced features.
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See:
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- [Workflow diagram](#workflow-diagram)
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- [End-to-end workflow for Organizations](#end-to-end-workflow-for-organizations)
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- [Complete Workflow Guide video tutorial](#complete-workflow-guide-video-tutorial)
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## Workflow diagram
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The workflow diagram presents an overview of the general process at a high level.
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[](/images/cvat-workflow-bpmn.png)
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## End-to-end workflow for Organizations
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To use CVAT within your organization, please follow these steps:
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1. {{< ilink "/docs/manual/basics/registration" "Create an account in CVAT" >}}.
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2. {{< ilink "/docs/manual/advanced/organization" "Create **Organization**" >}}.
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3. Switch to the **Organization** that you've
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created and {{< ilink "/docs/enterprise/subscription-management#team-plan" "subscribe to the **Team plan**" >}}.
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4. {{< ilink "/docs/manual/advanced/organization#invite-members-into-organization"
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"Invite members to **Organization**" >}} and
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assign {{< ilink "/docs/manual/advanced/user-roles" "User roles" >}} to invited members.
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5. {{< ilink "/docs/manual/advanced/projects" "Create **Project**" >}}.
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6. (Optional) Attach {{< ilink "/docs/manual/basics/attach-cloud-storage" "**Cloud storages**" >}} to the **Project**.
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7. Create {{< ilink "/docs/manual/basics/create-annotation-task" "**Task**" >}} or
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{{< ilink "/docs/manual/basics/create-multi-tasks" "**Multitask**" >}}.
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<br>At this step the CVAT platform will automatically create
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jobs.
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8. (Optional) Create {{< ilink "/docs/manual/advanced/analytics-and-monitoring/auto-qa" "**Ground truth job**" >}}.
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<br>This step can be skipped if you're employing a manual QA approach.
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9. (Optional) Add {{< ilink "/docs/manual/advanced/specification" "**Instructions for annotators**" >}}.
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10. (Optional) Configure {{< ilink "/docs/administration/advanced/webhooks" "**Webhooks**" >}}.
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11. Assign jobs to annotators by adding the annotator name to **Assignee** and
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changing the {{< ilink "/docs/manual/advanced/user-roles#job-stage" "**Job stage**" >}}
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to **Annotation**.
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12. Annotator will see assigned jobs and annotate them.
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13. (Optional) In case you've created
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a {{< ilink "/docs/manual/advanced/analytics-and-monitoring/auto-qa" "**Ground truth job**" >}}
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give the CVAT platform some time to accumulate the data and
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check the accuracy of the annotation.
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14. If you are using the manual validation,
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assign jobs to validators by adding the validator name to **Assignee** and
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changing the {{< ilink "/docs/manual/advanced/user-roles#job-stage" "**Job stage**" >}}
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to **Validation**.
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15. Validator will see assigned jobs and report issues.
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<br>Note, that validators can correct issues,
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see {{< ilink "/docs/manual/advanced/analytics-and-monitoring/manual-qa" "**Manual QA and Review**" >}}
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16. Check issues and if there is a need for additional improvement, reassign jobs to
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either the Validator or Annotator.
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17. (Optional) Check {{< ilink "/docs/manual/advanced/analytics-and-monitoring/analytics" "**Analytics**" >}}.
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18. {{< ilink "/docs/manual/advanced/formats" "**Export Data**" >}}.
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## Complete Workflow Guide video tutorial
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<iframe width="560" height="315" src="https://www.youtube.com/embed/uI2OEoR08ME?si=0OTHPwgxGx30Gax7" title="YouTube video player" frameborder="0" allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share" allowfullscreen></iframe>
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