feat(server,ml): remove image tagging (#5903)

* remove image tagging

* updated lock

* fixed tests, improved logging

* be nice

* fixed tests

web/src/api/api.ts

@@ -135,7 +135,6 @@ class ImmichApi {
       [JobName.ThumbnailGeneration]: 'Generate Thumbnails',
       [JobName.MetadataExtraction]: 'Extract Metadata',
       [JobName.Sidecar]: 'Sidecar Metadata',
-      [JobName.ObjectTagging]: 'Tag Objects',
       [JobName.SmartSearch]: 'Smart Search',
       [JobName.RecognizeFaces]: 'Recognize Faces',
       [JobName.VideoConversion]: 'Transcode Videos',

web/src/api/open-api/api.ts

@@ -373,12 +373,6 @@ export interface AllJobStatusResponseDto {
      * @memberof AllJobStatusResponseDto
      */
     'migration': JobStatusDto;
-    /**
-     * 
-     * @type {JobStatusDto}
-     * @memberof AllJobStatusResponseDto
-     */
-    'objectTagging': JobStatusDto;
     /**
      * 
      * @type {JobStatusDto}
@@ -1318,39 +1312,6 @@ export interface CheckExistingAssetsResponseDto {
      */
     'existingIds': Array<string>;
 }
-/**
- * 
- * @export
- * @interface ClassificationConfig
- */
-export interface ClassificationConfig {
-    /**
-     * 
-     * @type {boolean}
-     * @memberof ClassificationConfig
-     */
-    'enabled': boolean;
-    /**
-     * 
-     * @type {number}
-     * @memberof ClassificationConfig
-     */
-    'minScore': number;
-    /**
-     * 
-     * @type {string}
-     * @memberof ClassificationConfig
-     */
-    'modelName': string;
-    /**
-     * 
-     * @type {ModelType}
-     * @memberof ClassificationConfig
-     */
-    'modelType'?: ModelType;
-}
-
-
 /**
  * 
  * @export
@@ -2015,7 +1976,6 @@ export const JobName = {
     ThumbnailGeneration: 'thumbnailGeneration',
     MetadataExtraction: 'metadataExtraction',
     VideoConversion: 'videoConversion',
-    ObjectTagging: 'objectTagging',
     RecognizeFaces: 'recognizeFaces',
     SmartSearch: 'smartSearch',
     BackgroundTask: 'backgroundTask',
@@ -2358,7 +2318,6 @@ export interface MergePersonDto {
  */
 
 export const ModelType = {
-    ImageClassification: 'image-classification',
     FacialRecognition: 'facial-recognition',
     Clip: 'clip'
 } as const;
@@ -3139,12 +3098,6 @@ export interface ServerFeaturesDto {
      * @memberof ServerFeaturesDto
      */
     'sidecar': boolean;
-    /**
-     * 
-     * @type {boolean}
-     * @memberof ServerFeaturesDto
-     */
-    'tagImage': boolean;
     /**
      * 
      * @type {boolean}
@@ -3803,12 +3756,6 @@ export interface SystemConfigJobDto {
      * @memberof SystemConfigJobDto
      */
     'migration': JobSettingsDto;
-    /**
-     * 
-     * @type {JobSettingsDto}
-     * @memberof SystemConfigJobDto
-     */
-    'objectTagging': JobSettingsDto;
     /**
      * 
      * @type {JobSettingsDto}
@@ -3911,12 +3858,6 @@ export interface SystemConfigLoggingDto {
  * @interface SystemConfigMachineLearningDto
  */
 export interface SystemConfigMachineLearningDto {
-    /**
-     * 
-     * @type {ClassificationConfig}
-     * @memberof SystemConfigMachineLearningDto
-     */
-    'classification': ClassificationConfig;
     /**
      * 
      * @type {CLIPConfig}

web/src/lib/components/admin-page/jobs/jobs-panel.svelte

@@ -15,7 +15,6 @@
     mdiImageSearch,
     mdiLibraryShelves,
     mdiTable,
-    mdiTagMultiple,
     mdiVideo,
   } from '@mdi/js';
   import ConfirmDialogue from '../../shared-components/confirm-dialogue.svelte';
@@ -78,13 +77,6 @@
       missingText: 'DISCOVER',
       disabled: !$featureFlags.sidecar,
     },
-    [JobName.ObjectTagging]: {
-      icon: mdiTagMultiple,
-      title: api.getJobName(JobName.ObjectTagging),
-      subtitle:
-        'Run machine learning on assets to tag objects\nNote that some assets may not have any objects detected',
-      disabled: !$featureFlags.tagImage,
-    },
     [JobName.SmartSearch]: {
       icon: mdiImageSearch,
       title: api.getJobName(JobName.SmartSearch),

web/src/lib/components/admin-page/settings/job-settings/job-settings.svelte

@@ -22,7 +22,6 @@
     JobName.MetadataExtraction,
     JobName.Library,
     JobName.Sidecar,
-    JobName.ObjectTagging,
     JobName.SmartSearch,
     JobName.RecognizeFaces,
     JobName.VideoConversion,

web/src/lib/components/admin-page/settings/machine-learning-settings/machine-learning-settings.svelte

@@ -89,46 +89,6 @@
           />
         </div>
 
-        <SettingAccordion title="Image Tagging" subtitle="Tag and classify images with object labels">
-          <div class="ml-4 mt-4 flex flex-col gap-4">
-            <SettingSwitch
-              title="ENABLED"
-              subtitle="If disabled, images will not be tagged. This affects the Things section in the Explore page as well as 'm:' searches."
-              bind:checked={machineLearningConfig.classification.enabled}
-              disabled={disabled || !machineLearningConfig.enabled}
-            />
-
-            <hr />
-
-            <SettingInputField
-              inputType={SettingInputFieldType.TEXT}
-              label="IMAGE CLASSIFICATION MODEL"
-              bind:value={machineLearningConfig.classification.modelName}
-              required={true}
-              disabled={disabled || !machineLearningConfig.enabled || !machineLearningConfig.classification.enabled}
-              isEdited={machineLearningConfig.classification.modelName !== savedConfig.classification.modelName}
-            >
-              <p slot="desc" class="immich-form-label pb-2 text-sm">
-                The name of an image classification model listed <a
-                  href="https://huggingface.co/models?pipeline_tag=image-classification&sort=trending"><u>here</u></a
-                >. It must be tagged with the 'Image Classification' task and must support ONNX conversion.
-              </p>
-            </SettingInputField>
-
-            <SettingInputField
-              inputType={SettingInputFieldType.NUMBER}
-              label="IMAGE CLASSIFICATION THRESHOLD"
-              desc="Minimum confidence score to add a particular object tag. Lower values will add more tags to images, but may result in more false positives. Will not have any effect until the Tag Objects job is re-run."
-              bind:value={machineLearningConfig.classification.minScore}
-              step="0.1"
-              min="0"
-              max="1"
-              disabled={disabled || !machineLearningConfig.enabled || !machineLearningConfig.classification.enabled}
-              isEdited={machineLearningConfig.classification.minScore !== savedConfig.classification.minScore}
-            />
-          </div>
-        </SettingAccordion>
-
         <SettingAccordion title="Smart Search" subtitle="Search for images semantically using CLIP embeddings">
           <div class="ml-4 mt-4 flex flex-col gap-4">
             <SettingSwitch

web/src/lib/stores/server-config.store.ts

@@ -8,7 +8,6 @@ export const featureFlags = writable<FeatureFlags>({
   clipEncode: true,
   facialRecognition: true,
   sidecar: true,
-  tagImage: true,
   map: true,
   reverseGeocoding: true,
   search: true,