CVAT Team Performance & Monitoring

How to monitor team activity and performance in CVAT

In CVAT Cloud, you can track a variety of metrics reflecting the team’s productivity and the pace of annotation with the Performance feature.


Performance dashboard

To open the Performance dashboard, do the following:

  1. In the top menu click on Projects/ Tasks/ Jobs.
  2. Select an item from the list, and click on three dots (Open menu).
  3. From the menu, select View analytics > Performance tab.

Open menu

The following dashboard will open:

Open menu

The Performance dashboard has the following elements:

Element Description
Analytics for Object/ Task/ Job number.
Created Time when the dashboard was updated last time.
Objects Graph, showing the number of annotated, updated, and deleted objects by day.
Annotation speed (objects per hour) Number of objects annotated per hour.
Time A drop-down list with various periods for the graph. Currently affects only the histogram data.
Annotation time (hours) Shows for how long the Project/Task/Job is in In progress state.
Total objects count Shows the total objects count in the task. Interpolated objects are counted.
Total annotation speed (objects per hour) Shows the annotation speed in the Project/Task/Job. Interpolated objects are counted.

You can rearrange elements of the dashboard by dragging and dropping each of them.

Performance video tutorial

This video demonstrates the process: