https://bugs.kde.org/show_bug.cgi?id=498024

--- Comment #1 from Michael Miller <michael_mil...@msn.com> ---
(In reply to René Fritz from comment #0)
> I'm trying face recognition (again) with version 8.5.0. Summary: it doesn't
> work at all.
> 
> For years I re-try the face recognition in digikam. In the beginning it
> works. But when you tagged a few thousand images it becomes very quickly
> useless. The results are no better than random. You can find several
> descriptions by users with the same symptom.
> 
> With the new SFace model not one face get's recognized, even with lowest
> accuracy of 1. Bug?
> When I switch back to OpenFace it will again recognize some faces but all
> random.
> 
> I rebuild the training data - which seems to be done anyway when switching
> models.
> 
> I can imagine that the training data becomes "random" in some way. One
> persons face is provided in so many variants that the trained face model
> becomes blur? Which results in useless results.
> 
> So maybe the recognition by itself is not the problem but a filter for good
> training data is needed?
> 
> Maybe there's a bug why SFace doesn't recognize anything for me, which is
> independent from bad training data.
> 
> Related bug 432537, bug 475488
> 
> I respect the effort which went into this feature over the years. On the
> other hand, it was mentioned a few times how it will improve, but it didn't.

Hi René,
I'm sorry you're having trouble with face recognition.  I'll do my best to get
this working for you.

The partial rewrite of the face engine in 8.5.0 is about 95% accurate based on
our testing and multiple user reports.  What you are experiencing is the first
report of poor performance in 8.5.0.  The face engine is completely rewritten
for the next 8.6.0 release.

Can you provide more information, please?
How many different people have a confirmed face in your library?
How many confirmed faces do you have in total?
Did you remove ALL faces including confirmed, unconfirmed, and unknow and
restart with face detection, or are you retraining with faces that were found
with older versions of digiKam?

To make sure you are using all the correct face models, I'd like you to delete
the directory where we download the face AI models.  If you are using the
AppImage, look for a directory called facesengine and delete all the
directories under it.  The directories should be name yunet, dnnface, and
shape-predictor.  After the directories are deleted, please restart digiKam and
it should download all the models again.

Please let me know if you have any questions.

Cheers,
Mike

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