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Nicolas Mowen 2025-03-31 13:27:09 -06:00
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docs/docs/configuration/face_recognition.md
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@ -108,6 +108,10 @@ Once straight-on images are performing well, start choosing slightly off-angle i
It is important to methodically add photos to the library, bulk importing photos (especially from a general photo library) will lead to over-fitting in that particular scenario and hurt recognition performance. It is important to methodically add photos to the library, bulk importing photos (especially from a general photo library) will lead to over-fitting in that particular scenario and hurt recognition performance.
### Why can't I bulk reprocess faces?
Face embedding models work by breaking apart faces into different features. This means that when reprocessing an image, only images from a similar angle will have its score affected.
### Why do unknown people score similarly to known people? ### Why do unknown people score similarly to known people?
This can happen for a few different reasons, but this is usually an indicator that the training set needs to be improved. This is often related to over-fitting: This can happen for a few different reasons, but this is usually an indicator that the training set needs to be improved. This is often related to over-fitting: