Content Comparison

CVAT provides three levels of abstraction for annotation workflows: projects, tasks, and jobs.

A job contains one or more images and can be assigned to a specific annotator or reviewer.

A task defines the label schema to use for annotation and contains one or more jobs.

A project can optionally be created to group multiple tasks together under a shared label schema.

• Taken from FiftyOne CVAT integration documentation https://docs.voxel51.com/integrations/cvat.html#:~:text=A%20job%20contains%20one%20or,under%20a%20shared%20label%20schema . 

CVAT Pages

• Projects – where users can create a new project, create a project from a backup, and also see the created projects. – NOTE: for the purposes of our usage, you do not need to worry about projects.

• Tasks – Where to find separate tasks. They are sorted in creation order. This is the primary thing you’ll be working with

• Jobs – where users can see the jobs that are assigned to them without having access to the task page, as well as track progress, sort and apply filters to the job list. NOTE: for the purposes of our usage, you do not need to worry about jobs

• Cloud Storage - you can “attach” specific cloud storages to cvat directly (i.e. google cloud, azure) NOTE: for the purposes of our usage, you do not need to worry about cloud storage

• Requests - allows users to track the status of data processing jobs such as exporting annotations or importing datasets. 

• Models - contains a list of deep learning (DL) models deployed for semi-automatic and automatic annotation. (i.e. SAM)