Insights - Image Projects

In Insights, you can get detailed information about the performance of your annotation team as well as your dataset's health.

📘

The Insights tab is available for the following roles: Team Owners, Team Admins, and Project Admins.

🚧

In case of group projects, the Insights tab will only show information on the project visible within the group’s data scope.

Generate insights

To generate insights:

  1. Go to the Insights tab.
  2. Click Generate.

Refresh insights

Click Refresh to see the most up-to-date information.

Parameters for items

Measure (y-axis)

Parameter

  • Count (default parameter)
  • Instance Count
  • Annotation Time
  • QA Time
  • Admin Time
  • Total Time
  • Custom metadata (number type)

Formula

  • Sum
  • Mean
  • Median
  • Max
  • Min

Breakdown (x-axis)

  • None
  • Status (default parameter)
  • Folder Name
  • Approval Status
  • Annotator Name
  • QA Name
  • Admin Name
  • Annotation Date
  • QA Date
  • Last Action Date
  • Custom metadata (strings)

Parameters for instances

Measure (y-axis)

Parameter

  • Count (default parameter)
  • Probability
  • Number of Attributes
  • Number of Polygon Points (only for Polygons and Polylines)

Formula

  • Sum
  • Mean
  • Median
  • Max
  • Min

Breakdown (x-axis)

  • Annotation Type
  • Approval Status
  • Class Name (default parameter)
  • Creation Type
  • Created At
  • Creator Name
  • Creator Role
  • Group ID
  • Updated At
  • Updater Name
  • Updater Role

Filters for items and instances

FilterDescription
Item → StatusUsers can select all or multi-select any of the statuses (Not Started, In Progress, Quality Check, Returned, Completed, Skipped)
Item → FolderUsers can select all or multi-select any of the folders
Item → Approval StatusUsers can select all or multi-select any of the approval statuses (Approved, Disapproved, None)
Item → AnnotatorUsers can select all or multi-select any of the annotators
Item → QAUsers can select all or multi-select any of the QAs
Item → AdminUsers can select all or multi-select any of the Admins
Item → Annotation Date- Users can select a date range by providing From and To dates.
- In case only the From date is provided, then all the items that have been annotated since the From date should be shown.
- In case only the To date is provided, then all the items that have been annotated since the project start till the To date should be shown.
Item → QA Date- Users can select a date range by providing From and To dates.
- In case only the From date is provided, then all the items that have been reviewed by the QA since the From date should be shown.
- In case only the To date is provided, then all the items that have been reviewed by the QA since the project start till the To date should be shown.
Item → Last Action Date- Users can select a date range by providing From and To dates.
- In case only the From date is provided, then all the items that have a last action date since the From date should be shown.
- In case only the To date is provided, then all the items that have a last action date since the project start till the To date should be shown.
Item → Instance CountUsers can select one of the logical operators (equal, not equal, greater than, less than) and provide a number.
Item → Custom metadataUsers can select one of the logical operators (equal, not equal, greater than, less than) and provide a number.
Instance → Instance TypeUsers can select all or multi-select any of the annotation types (Polyline, Polygon, Bounding Box, Rotated Bounding Box, Ellipse, Point, Cuboid, and Tag).
Instance → Approval StatusUsers can select all or multi-select any of the approval statuses (Approved, Disapproved, None).
Instance → Class NameUsers can select all or multi-select any of the classes in the project.
Instance → Creation TypeUsers can select all or multi-select any of the creation types (Manual, Prediction, Pre-annotation)
Instance → Created At- Users can select a date range by providing From and To dates.
- In case only the From date is provided, then all the items that have instances which were created since the From date should be shown.
- In case only the To date is provided, then all the items that have instances which were created since the project start till the To date should be shown.
Instance → Created ByUsers can select all or multi-select any of the names of the instance creators.
Instance → Creator RoleUsers can select all or multi-select any of the roles of the instance creators (Annotator, QA, Admin).
Instance → Group IDUsers can provide Group IDs (separated by commas).
Instance → Updated At- Users can select a date range by providing the From and To dates.
- In case only the From date is provided, then all the items that have instances which were updated since the From date should be shown.
- In case only the To date is provided, then all the items that have instances which were updated since the project start till the To date should be shown.
Instance → Updated ByUsers can select all or multi-select any of the names of instance updaters.
Instance → Updater RoleUsers can select all or multi-select any of the roles of instance updaters (Annotator, QA, Admin).

Chart types

  • Bar chart (default chart type)
  • Stacked bar chart (available only if a comparison is selected)
  • Horizontal bar chart
  • Stacked horizontal bar chart (available only if a comparison is selected)
  • Line chart

Bin size

The bin size can be:

  • Hour (available only for instance type graphs)
  • Day (default bin size)
  • Week
  • Month

📘

This filter is only available if one of the following breakdown parameters is selected:

  • For items: Annotation date, QA date, or Last action date.
  • For instances: Created At or Updated At.

Compare by

You can compare items and instances in the chart. You need to select a breakdown parameter to be able to compare.

You can compare items by:

  • Status
  • Folder name
  • Approval status
  • Annotator name
  • Admin name
  • QA name

You can compare instances by:

  • Class name
  • Instance type
  • Approval status
  • Creation type
  • Creator name
  • Creator role
  • Group ID
  • Updater name
  • Updater role

Download data

To download your data, click the download button in the top right corner. The download file is a CSV file which consists of a table with 2 columns if no comparison is selected.

  • Column 1: Breakdown parameter
  • Column 2: Calculation parameter + calculation method

The number of rows is equal to the count of breakdown parameters for each item/instance.

If you have a comparison parameter selected, the downloaded CSV file is a matrix where the rows represent the breakdown parameters and the columns represent the comparison parameters.

The data in each cell of a matrix represents the calculation parameter + the calculation method for each item/instance group of the (breakdown + comparison) parameter.