Face recognition corruption in Photos

Photos has systematically changed the 'names' of several people. For example, all the photos previously identified as my daughter have now been given my wife's name. The Faces record of my daughter has been wiped out.


What is even more worrying is that these changes include tags added manually, ie when the computer does not recognise there is a 'face', eg back of the head, tick bite etc. In other words, the software is overriding data inputed by a human.


I have contacted Apple Support, but they have no idea other than to clear all labels and start again. I have been using Mac for several decades and now have nearly 60k photos, which had been catalogued as I had added them.


Your advice will be greatly appreciated.



Mac mini, macOS 14.1

Posted on Dec 3, 2023 4:17 AM

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Posted on Dec 3, 2023 11:44 AM

Did it only happen recently?

If yes, the easiest way to recover from this would be to restore the previous version of your Photos Library from the Time Machine backup. But do not overwrite the current version, so you can recover the most recently imported photos from the current version.


However, restoring the library from your backup will be more involved, if you are using iCloud Photos with optimize storage. The merged faces will have synced to iCloud Photos, and you would have to erase iCloud Photos, but your backup copies of the library will be incomplete, because of the "Optimize" feature. In that case you cannot erase iCloud iCloud Photos without having a complete copy of an not optimized library.


Then renaming the merged faces will be less work than recreating the complete structure of the Photos Library from scratch.


I have also encountered merged people albums, usually after a system upgrade, when Photos scanned all photos again for faces, because the face detection has been improved.


To split the merged people again I renamed all faces in the merged album, for both merged people with new nicknames, that have not yet been used with Photos. Using one of the previously used names might cause the albums to be merged again, instantly. See: How to Correct Merged People Albums - Apple Community





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Dec 3, 2023 11:44 AM in response to CairnHunter

Did it only happen recently?

If yes, the easiest way to recover from this would be to restore the previous version of your Photos Library from the Time Machine backup. But do not overwrite the current version, so you can recover the most recently imported photos from the current version.


However, restoring the library from your backup will be more involved, if you are using iCloud Photos with optimize storage. The merged faces will have synced to iCloud Photos, and you would have to erase iCloud Photos, but your backup copies of the library will be incomplete, because of the "Optimize" feature. In that case you cannot erase iCloud iCloud Photos without having a complete copy of an not optimized library.


Then renaming the merged faces will be less work than recreating the complete structure of the Photos Library from scratch.


I have also encountered merged people albums, usually after a system upgrade, when Photos scanned all photos again for faces, because the face detection has been improved.


To split the merged people again I renamed all faces in the merged album, for both merged people with new nicknames, that have not yet been used with Photos. Using one of the previously used names might cause the albums to be merged again, instantly. See: How to Correct Merged People Albums - Apple Community





Dec 3, 2023 8:03 AM in response to CairnHunter

SupposeI have a bunch of pictures of Cary Grant that I've labeled "Cary Grant," some that I've labeled manually and some that Photos recognized, then Cary and both kinds of pictures will show up in an album in the People folder, of course. If I change "Cary Grant" to "Cary" (because we're now on a 1st name basis) then all of the pictures' names, both manual and recognized, will change their names to "Cary." So it's no surprise that, in your case, when some changed, they all changed.


It sounds to me like somehow your wife and sister were merged in the People album. For instance, I may have pictures of "Clark Gable" and also some pictures that I manually named "Clark," and they show up as two different people. If I drag Clark over Clark Gable, then Photos, after checking, will merge the two under one name.


The thing is, if I drag Cary Grant over Clark Gable, then they will all be called Clark Gable even if they look different. I will have just trained Photos to recognize both guys as Clark Gable, and new pictures of Cary Grant will be labeled Clark Gable.


That's the only thing I can think of that would cause what you see, and it would do exactly that. You do get a warning when a merge starts, but it's easy to just say OK without realizing it.


Unfortunately, to un-train Photos, you have to cancel everything about Clark and Cary and start over, just like the Apple Support said. I hope they gave you steps. It may matter what you do first.


Hopefully, after you do enough to train Photos, it will do most of the rest for you.

Dec 3, 2023 1:42 PM in response to Richard.Taylor

Hi Richard,


Thank you for the prompt reply. I've been on familiar terms with my wife, Cary, and my daughter, Clark, for as long as I have used Apple products (several decades). The two names are dissimilar (and do not even start with the same letter in reality), but, both will occasionally appear in the same photos.


Even that, however, isn't good enough to let Apple's AI off the hook. Photos has now started to change other people's names to my wife's, including my dad and my wife's brother. The number of people listed as recognised by Photos is rapidly decreasing. The AI is clearly corrupt.


This is not a case of Garbage in, Garbage Out, but the software is making it's own assumptions and is generating it's own Garbage!


I am really worried by the implications of this, and would like to know how to make Apple listen.

Dec 3, 2023 1:54 PM in response to léonie

Hi léonie


Thank you for your reply. I've no idea how long this has been going on. However, on further investigation, it appears to be happening to other Faces in my Photos library. The number of people identified is going down and for those that remain, some only have one photo remaining.


I'm worried that I will waste a significant amount of time using an old backup - only for the process to recur.


My suspicion is that it is one of the latest updates is responsible.

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Face recognition corruption in Photos

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