feat(ml)!: customizable ML settings (#3891)

* consolidated endpoints, added live configuration

* added ml settings to server

* added settings dashboard

* updated deps, fixed typos

* simplified modelconfig

updated tests

* Added ml setting accordion for admin page

updated tests

* merge `clipText` and `clipVision`

* added face distance setting

clarified setting

* add clip mode in request, dropdown for face models

* polished ml settings

updated descriptions

* update clip field on error

* removed unused import

* add description for image classification threshold

* pin safetensors for arm wheel

updated poetry lock

* moved dto

* set model type only in ml repository

* revert form-data package install

use fetch instead of axios

* added slotted description with link

updated facial recognition description

clarified effect of disabling tasks

* validation before model load

* removed unnecessary getconfig call

* added migration

* updated api

updated api

updated api

---------

Co-authored-by: Alex Tran <alex.tran1502@gmail.com>

server/src/domain/facial-recognition/facial-recognition.service.spec.ts

@@ -115,6 +115,7 @@ describe(FacialRecognitionService.name, () => {
     personMock = newPersonRepositoryMock();
     searchMock = newSearchRepositoryMock();
     storageMock = newStorageRepositoryMock();
+    configMock = newSystemConfigRepositoryMock();
 
     mediaMock.crop.mockResolvedValue(croppedFace);
 
@@ -179,9 +180,18 @@ describe(FacialRecognitionService.name, () => {
       machineLearningMock.detectFaces.mockResolvedValue([]);
       assetMock.getByIds.mockResolvedValue([assetStub.image]);
       await sut.handleRecognizeFaces({ id: assetStub.image.id });
-      expect(machineLearningMock.detectFaces).toHaveBeenCalledWith('http://immich-machine-learning:3003', {
-        imagePath: assetStub.image.resizePath,
-      });
+      expect(machineLearningMock.detectFaces).toHaveBeenCalledWith(
+        'http://immich-machine-learning:3003',
+        {
+          imagePath: assetStub.image.resizePath,
+        },
+        {
+          enabled: true,
+          maxDistance: 0.6,
+          minScore: 0.7,
+          modelName: 'buffalo_l',
+        },
+      );
       expect(faceMock.create).not.toHaveBeenCalled();
       expect(jobMock.queue).not.toHaveBeenCalled();
     });