https://bugs.kde.org/show_bug.cgi?id=428652

            Bug ID: 428652
           Summary: Picture stays in people tag "Unknown" even though it
                    was set to not contain a face.
           Product: digikam
           Version: 7.2.0
          Platform: Microsoft Windows
                OS: Microsoft Windows
            Status: REPORTED
          Severity: normal
          Priority: NOR
         Component: Database-Faces
          Assignee: digikam-bugs-n...@kde.org
          Reporter: ristrett...@live.com
  Target Milestone: ---

SUMMARY
Picture stays in people tag "Unknown" even though it was set to not contain a
face.

STEPS TO REPRODUCE
I upgraded from 7.1.0 to 7.2.0 beta 1. After upgrading, I applied 

Tools
=> Maintenance
=> Detect and recognize Faces
[x] clear and rebuild all training data

After that, I took some photos containing people and found, that face
recognition improved a lot. Thanks to all developers involved :-)

But I also found an artifact which I'm not able to clean-up with the tools that
Digikam offers to me: under "Unknown" I still find a picture of two sun-flowers
that was recognized to contain a face :-) 
I can click the red "x" (if this is not a face, click this to delete it). The
picture thumbnail then disappears, in the bottom right the message about
updating the face tags appears. The counter of "Unknown" is still "1"
afterwards. Changing to a different people tag and back to the "Unknown" voilĂ 
the sun-flowers thumbnail is back again.

Restarting Digikam and trying again doesn't help. The picture is quite sticky.


SOFTWARE/OS VERSIONS
Windows: Windows 10 Professional 64Bit (version 2004)

ADDITIONAL INFORMATION
Database: mariadb 10.5.4

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