feat(ml): composable ml (#9973)

* modularize model classes

* various fixes

* expose port

* change response

* round coordinates

* simplify preload

* update server

* simplify interface

simplify

* update tests

* composable endpoint

* cleanup

fixes

remove unnecessary interface

support text input, cleanup

* ew camelcase

* update server

server fixes

fix typing

* ml fixes

update locustfile

fixes

* cleaner response

* better repo response

* update tests

formatting and typing

rename

* undo compose change

* linting

fix type

actually fix typing

* stricter typing

fix detection-only response

no need for defaultdict

* update spec file

update api

linting

* update e2e

* unnecessary dimension

* remove commented code

* remove duplicate code

* remove unused imports

* add batch dim

server/src/services/person.service.ts

@@ -333,26 +333,28 @@ export class PersonService {
       return JobStatus.SKIPPED;
     }
 
-    const faces = await this.machineLearningRepository.detectFaces(
+    if (!asset.isVisible) {
+      return JobStatus.SKIPPED;
+    }
+
+    const { imageHeight, imageWidth, faces } = await this.machineLearningRepository.detectFaces(
       machineLearning.url,
-      { imagePath: asset.previewPath },
+      asset.previewPath,
       machineLearning.facialRecognition,
     );
 
     this.logger.debug(`${faces.length} faces detected in ${asset.previewPath}`);
-    this.logger.verbose(faces.map((face) => ({ ...face, embedding: `vector(${face.embedding.length})` })));
 
     if (faces.length > 0) {
       await this.jobRepository.queue({ name: JobName.QUEUE_FACIAL_RECOGNITION, data: { force: false } });
-
       const mappedFaces = faces.map((face) => ({
         assetId: asset.id,
         embedding: face.embedding,
-        imageHeight: face.imageHeight,
-        imageWidth: face.imageWidth,
+        imageHeight,
+        imageWidth,
         boundingBoxX1: face.boundingBox.x1,
-        boundingBoxX2: face.boundingBox.x2,
         boundingBoxY1: face.boundingBox.y1,
+        boundingBoxX2: face.boundingBox.x2,
         boundingBoxY2: face.boundingBox.y2,
       }));