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Face recognition backend (#14495)

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* Add basic config and face recognition table

* Reconfigure updates processing to handle face

* Crop frame to face box

* Implement face embedding calculation

* Get matching face embeddings

* Add support face recognition based on existing faces

* Use arcface face embeddings instead of generic embeddings model

* Add apis for managing faces

* Implement face uploading API

* Build out more APIs

* Add min area config

* Handle larger images

* Add more debug logs

* fix calculation

* Reduce timeout

* Small tweaks

* Use webp images

* Use facenet model
This commit is contained in:
Nicolas Mowen
2024-10-22 16:05:48 -06:00
committed by Blake Blackshear
parent 0e1139a7a4
commit aa19ec3ddb
13 changed files with 365 additions and 45 deletions
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docker/main/requirements-wheels.txt
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@@ -10,6 +10,8 @@ imutils == 0.5.*
joserfc == 1.0.*
pathvalidate == 3.2.*
markupsafe == 2.1.*
python-multipart == 0.0.12
# General
mypy == 1.6.1
numpy == 1.26.*
onvif_zeep == 0.2.12