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/dtos/system-config.dto.ts

@@ -30,7 +30,7 @@ import {
   TranscodePolicy,
   VideoCodec,
 } from 'src/config';
-import { CLIPConfig, DuplicateDetectionConfig, RecognitionConfig } from 'src/dtos/model-config.dto';
+import { CLIPConfig, DuplicateDetectionConfig, FacialRecognitionConfig } from 'src/dtos/model-config.dto';
 import { ConcurrentQueueName, QueueName } from 'src/interfaces/job.interface';
 import { ValidateBoolean, validateCronExpression } from 'src/validation';
 
@@ -270,10 +270,10 @@ class SystemConfigMachineLearningDto {
   @IsObject()
   duplicateDetection!: DuplicateDetectionConfig;
 
-  @Type(() => RecognitionConfig)
+  @Type(() => FacialRecognitionConfig)
   @ValidateNested()
   @IsObject()
-  facialRecognition!: RecognitionConfig;
+  facialRecognition!: FacialRecognitionConfig;
 }
 
 enum MapTheme {