Face Recognition scope issues.
George Koulomzin
George at Koulomzin.com
Sat Dec 9 20:30:15 GMT 2023
Hi,
I'm a relatively new user of DigiKam, and so far quite pleased with the
program!
However I am struggling to master DigiKam's face detection and
recognition. Mostly, these issues relate to the set of images to which
Recognition is to be applied. Here are a couple of cases that have me
puzzled:
1. Selected unknown faces do not get recognized.
1. I have a (large) number of faces in the Unknown people tag.
2. I select several face thumbnails of the same person. This
person's face has already been tagged 147 times (i.e. the tag
tree shows 147 entries for this person).
3. I press "recognize faces" in the workflow tab of the people view
4. i press "scan for faces" in the Item menu. (I would have
expected to see a recognize face menu entry, but there is none).
5. I dialog appears saying the right number of images were scanned,
but no faces were recognized, and they remain in the unknown tag.
6. Why is this happening?
7. the same thing happens if I select "recognize faces" from the
context menu in step 4.
2. I foolishly (in hindsight) moved a bunch of faces from the unknown
tag to a temporary "test" tag that I created.
1. I moved most of the tags in unknown to a new temporary tag
2. I then did face recognition.
3. I then moved the faces in the temp tag back to unknown
4. when I tried to recognize those faces, they all suggested "temp"
(makes sense in hindsight)
5. I deleted the temp tag.
6. when I tried to recognize those faces again, the still suggested
"temp".
7. Hence I presume that DK did not remove the face recognition data
associated with the deleted tag....
8. How can I make DK *forget* a face? Just some. Not all.
3. A lot of the faces I have detected and recognized to date are of
poor quality. For example, blurry, pixelated, taken from almost
behind the person, etc. While I am impressed with DK's ability to
detect that these are indeed faces, I have read that poor quality
training data make for bad recognition.
1. for the purpose of finding people in my collection, I would like
to tag even the bad images.
2. for the purpose of good training data, it seems I should only
tag good images
3. How do I accomplish both?
4. BTW, I believe that the "accuracy" setting (sensitivity <->
specificity) is not well named. With respect to detection, I
would suggest "aggressiveness" (cautious <-> aggressive), or
(false positives (fewer <-> more).
5. I am not sure what this setting means w.r.t. recognition.
4. In the "search-in" tab, if I specify albums and also specify tags,
is the domain of the search the intersection of those two specifiers
(and), or is it the union (or)?
5. My goal is to detect and recognize faces incrementally, as I am
processing a collection of images (approx 90k images) captured over
many years. I am hoping to effectively partition the unknowns by
other selection criteria.
Running DK 8.2.0 on Win 11 Pro 23H2
Thanks in advance!
--
George Koulomzin
7 Bridge Hill Lane,
PO Box 781
Bridgehampton, NY, 11932
(m) 914-393-6179
(h) 631-537-4956
George at Koulomzin.com
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