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Improve face recognition (#15205)

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* Validate faces using cosine distance and SVC

* Formatting

* Use opencv instead of face embedding

* Update docs for training data

* Adjust to score system

* Set bounds

* remove face embeddings

* Update writing images

* Add face library page

* Add ability to select file

* Install opencv deps

* Cleanup

* Use different deps

* Move deps

* Cleanup

* Only show face library for desktop

* Implement deleting

* Add ability to upload image

* Add support for uploading images
This commit is contained in:
Nicolas Mowen
2024-11-26 13:41:49 -07:00
parent 310af75c86
commit 304fc4d44b
15 changed files with 397 additions and 137 deletions
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2
docker/main/requirements-wheels.txt
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@@ -34,8 +34,8 @@ unidecode == 1.3.*
# Image Manipulation
numpy == 1.26.*
opencv-python-headless == 4.9.0.*
opencv-contrib-python == 4.9.0.*
scipy == 1.13.*
scikit-learn == 1.5.*
# OpenVino & ONNX
openvino == 2024.3.*
onnxruntime-openvino == 1.19.* ; platform_machine == 'x86_64'