Improve face recognition (#15205)

* 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

docker/main/install_deps.sh

@@ -16,7 +16,9 @@ apt-get -qq install --no-install-recommends -y \
     curl \
     lsof \
     jq \
-    nethogs
+    nethogs \
+    libgl1 \
+    libglib2.0-0
 
 # ensure python3 defaults to python3.9
 update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.9 1

docker/main/requirements-wheels.txt

@@ -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'