feat: unassign faces

2026-02-04 11:08:03 -08:00 · 2024-05-11 19:52:23 +02:00
parent 757840c2fd
commit 7e9dcaacff
45 changed files with 1394 additions and 303 deletions
--- a/e2e/src/api/specs/asset.e2e-spec.ts
+++ b/e2e/src/api/specs/asset.e2e-spec.ts
@@ -213,15 +213,18 @@ describe('/asset', () => {
      expect(body).toMatchObject({
        id: user1Assets[0].id,
        isFavorite: false,
-        people: [
-          {
-            birthDate: null,
-            id: expect.any(String),
-            isHidden: false,
-            name: 'Test Person',
-            thumbnailPath: '/my/awesome/thumbnail.jpg',
-          },
-        ],
+        people: {
+          faces: [
+            {
+              birthDate: null,
+              id: expect.any(String),
+              isHidden: false,
+              name: 'Test Person',
+              thumbnailPath: '/my/awesome/thumbnail.jpg',
+            },
+          ],
+          numberOfFaces: 1,
+        },
      });

      const sharedLink = await utils.createSharedLink(user1.accessToken, {
@@ -231,7 +234,7 @@ describe('/asset', () => {

      const data = await request(app).get(`/asset/${user1Assets[0].id}?key=${sharedLink.key}`);
      expect(data.status).toBe(200);
-      expect(data.body).toMatchObject({ people: [] });
+      expect(data.body).not.toHaveProperty('people');
    });
  });

@@ -480,15 +483,18 @@ describe('/asset', () => {
      expect(body).toMatchObject({
        id: user1Assets[0].id,
        isFavorite: true,
-        people: [
-          {
-            birthDate: null,
-            id: expect.any(String),
-            isHidden: false,
-            name: 'Test Person',
-            thumbnailPath: '/my/awesome/thumbnail.jpg',
-          },
-        ],
+        people: {
+          faces: [
+            {
+              birthDate: null,
+              id: expect.any(String),
+              isHidden: false,
+              name: 'Test Person',
+              thumbnailPath: '/my/awesome/thumbnail.jpg',
+            },
+          ],
+          numberOfFaces: 1,
+        },
      });
    });
  });
--- a/mobile/lib/services/asset.service.dart
+++ b/mobile/lib/services/asset.service.dart
@@ -72,7 +72,7 @@ class AssetService {
      final AssetResponseDto? dto =
          await _apiService.assetApi.getAssetInfo(remoteId);

-      return dto?.people;
+      return dto?.people?.faces;
    } catch (error, stack) {
      log.severe(
        'Error while getting remote asset info: ${error.toString()}',
--- a/mobile/openapi/.openapi-generator/FILES
+++ b/mobile/openapi/.openapi-generator/FILES
@@ -117,6 +117,7 @@ doc/PathType.md
 doc/PeopleResponseDto.md
 doc/PeopleUpdateDto.md
 doc/PeopleUpdateItem.md
+doc/PeopleWithFacesResponseDto.md
 doc/PersonApi.md
 doc/PersonCreateDto.md
 doc/PersonResponseDto.md
@@ -350,6 +351,7 @@ lib/model/path_type.dart
 lib/model/people_response_dto.dart
 lib/model/people_update_dto.dart
 lib/model/people_update_item.dart
+lib/model/people_with_faces_response_dto.dart
 lib/model/person_create_dto.dart
 lib/model/person_response_dto.dart
 lib/model/person_statistics_response_dto.dart
@@ -550,6 +552,7 @@ test/path_type_test.dart
 test/people_response_dto_test.dart
 test/people_update_dto_test.dart
 test/people_update_item_test.dart
+test/people_with_faces_response_dto_test.dart
 test/person_api_test.dart
 test/person_create_dto_test.dart
 test/person_response_dto_test.dart
--- a/mobile/openapi/README.md
+++ b/mobile/openapi/README.md
@@ -120,6 +120,7 @@ Class | Method | HTTP request | Description
 *DownloadApi* | [**getDownloadInfo**](doc//DownloadApi.md#getdownloadinfo) | **POST** /download/info | 
 *FaceApi* | [**getFaces**](doc//FaceApi.md#getfaces) | **GET** /face | 
 *FaceApi* | [**reassignFacesById**](doc//FaceApi.md#reassignfacesbyid) | **PUT** /face/{id} | 
+*FaceApi* | [**unassignFace**](doc//FaceApi.md#unassignface) | **DELETE** /face/{id} | 
 *FileReportApi* | [**fixAuditFiles**](doc//FileReportApi.md#fixauditfiles) | **POST** /report/fix | 
 *FileReportApi* | [**getAuditFiles**](doc//FileReportApi.md#getauditfiles) | **GET** /report | 
 *FileReportApi* | [**getFileChecksums**](doc//FileReportApi.md#getfilechecksums) | **POST** /report/checksum | 
@@ -158,6 +159,7 @@ Class | Method | HTTP request | Description
 *PersonApi* | [**getPersonThumbnail**](doc//PersonApi.md#getpersonthumbnail) | **GET** /person/{id}/thumbnail | 
 *PersonApi* | [**mergePerson**](doc//PersonApi.md#mergeperson) | **POST** /person/{id}/merge | 
 *PersonApi* | [**reassignFaces**](doc//PersonApi.md#reassignfaces) | **PUT** /person/{id}/reassign | 
+*PersonApi* | [**unassignFaces**](doc//PersonApi.md#unassignfaces) | **DELETE** /person | 
 *PersonApi* | [**updatePeople**](doc//PersonApi.md#updatepeople) | **PUT** /person | 
 *PersonApi* | [**updatePerson**](doc//PersonApi.md#updateperson) | **PUT** /person/{id} | 
 *SearchApi* | [**getAssetsByCity**](doc//SearchApi.md#getassetsbycity) | **GET** /search/cities | 
@@ -323,6 +325,7 @@ Class | Method | HTTP request | Description
 - [PeopleResponseDto](doc//PeopleResponseDto.md)
 - [PeopleUpdateDto](doc//PeopleUpdateDto.md)
 - [PeopleUpdateItem](doc//PeopleUpdateItem.md)
+ - [PeopleWithFacesResponseDto](doc//PeopleWithFacesResponseDto.md)
 - [PersonCreateDto](doc//PersonCreateDto.md)
 - [PersonResponseDto](doc//PersonResponseDto.md)
 - [PersonStatisticsResponseDto](doc//PersonStatisticsResponseDto.md)
--- a/mobile/openapi/doc/AssetResponseDto.md
+++ b/mobile/openapi/doc/AssetResponseDto.md
@@ -30,7 +30,7 @@ Name | Type | Description | Notes
 **originalPath** | **String** |  | 
 **owner** | [**UserResponseDto**](UserResponseDto.md) |  | [optional] 
 **ownerId** | **String** |  | 
-**people** | [**List<PersonWithFacesResponseDto>**](PersonWithFacesResponseDto.md) |  | [optional] [default to const []]
+**people** | [**PeopleWithFacesResponseDto**](PeopleWithFacesResponseDto.md) |  | [optional] 
 **resized** | **bool** |  | 
 **smartInfo** | [**SmartInfoResponseDto**](SmartInfoResponseDto.md) |  | [optional] 
 **stack** | [**List<AssetResponseDto>**](AssetResponseDto.md) |  | [optional] [default to const []]
--- a/mobile/openapi/doc/FaceApi.md
+++ b/mobile/openapi/doc/FaceApi.md
@@ -11,6 +11,7 @@ Method | HTTP request | Description
 ------------- | ------------- | -------------
 [**getFaces**](FaceApi.md#getfaces) | **GET** /face | 
 [**reassignFacesById**](FaceApi.md#reassignfacesbyid) | **PUT** /face/{id} | 
+[**unassignFace**](FaceApi.md#unassignface) | **DELETE** /face/{id} | 


 # **getFaces**
@@ -125,3 +126,58 @@ Name | Type | Description  | Notes

 [[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)

+# **unassignFace**
+> AssetFaceResponseDto unassignFace(id)
+
+
+
+### Example
+```dart
+import 'package:openapi/api.dart';
+// TODO Configure API key authorization: cookie
+//defaultApiClient.getAuthentication<ApiKeyAuth>('cookie').apiKey = 'YOUR_API_KEY';
+// uncomment below to setup prefix (e.g. Bearer) for API key, if needed
+//defaultApiClient.getAuthentication<ApiKeyAuth>('cookie').apiKeyPrefix = 'Bearer';
+// TODO Configure API key authorization: api_key
+//defaultApiClient.getAuthentication<ApiKeyAuth>('api_key').apiKey = 'YOUR_API_KEY';
+// uncomment below to setup prefix (e.g. Bearer) for API key, if needed
+//defaultApiClient.getAuthentication<ApiKeyAuth>('api_key').apiKeyPrefix = 'Bearer';
+// TODO Configure HTTP Bearer authorization: bearer
+// Case 1. Use String Token
+//defaultApiClient.getAuthentication<HttpBearerAuth>('bearer').setAccessToken('YOUR_ACCESS_TOKEN');
+// Case 2. Use Function which generate token.
+// String yourTokenGeneratorFunction() { ... }
+//defaultApiClient.getAuthentication<HttpBearerAuth>('bearer').setAccessToken(yourTokenGeneratorFunction);
+
+final api_instance = FaceApi();
+final id = 38400000-8cf0-11bd-b23e-10b96e4ef00d; // String | 
+
+try {
+    final result = api_instance.unassignFace(id);
+    print(result);
+} catch (e) {
+    print('Exception when calling FaceApi->unassignFace: $e\n');
+}
+```
+
+### Parameters
+
+Name | Type | Description  | Notes
+------------- | ------------- | ------------- | -------------
+ **id** | **String**|  | 
+
+### Return type
+
+[**AssetFaceResponseDto**](AssetFaceResponseDto.md)
+
+### Authorization
+
+[cookie](../README.md#cookie), [api_key](../README.md#api_key), [bearer](../README.md#bearer)
+
+### HTTP request headers
+
+ - **Content-Type**: Not defined
+ - **Accept**: application/json
+
+[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
+
--- a/mobile/openapi/doc/PeopleWithFacesResponseDto.md
+++ b/mobile/openapi/doc/PeopleWithFacesResponseDto.md
@@ -0,0 +1,16 @@
+# openapi.model.PeopleWithFacesResponseDto
+
+## Load the model package
+```dart
+import 'package:openapi/api.dart';
+```
+
+## Properties
+Name | Type | Description | Notes
+------------ | ------------- | ------------- | -------------
+**faces** | [**List<PersonWithFacesResponseDto>**](PersonWithFacesResponseDto.md) |  | [default to const []]
+**numberOfFaces** | **int** |  | 
+
+[[Back to Model list]](../README.md#documentation-for-models) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to README]](../README.md)
+
+
--- a/mobile/openapi/doc/PersonApi.md
+++ b/mobile/openapi/doc/PersonApi.md
@@ -17,6 +17,7 @@ Method | HTTP request | Description
 [**getPersonThumbnail**](PersonApi.md#getpersonthumbnail) | **GET** /person/{id}/thumbnail | 
 [**mergePerson**](PersonApi.md#mergeperson) | **POST** /person/{id}/merge | 
 [**reassignFaces**](PersonApi.md#reassignfaces) | **PUT** /person/{id}/reassign | 
+[**unassignFaces**](PersonApi.md#unassignfaces) | **DELETE** /person | 
 [**updatePeople**](PersonApi.md#updatepeople) | **PUT** /person | 
 [**updatePerson**](PersonApi.md#updateperson) | **PUT** /person/{id} | 

@@ -465,6 +466,47 @@ Name | Type | Description  | Notes

 [[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)

+# **unassignFaces**
+> List<BulkIdResponseDto> unassignFaces(assetFaceUpdateDto)
+
+
+
+### Example
+```dart
+import 'package:openapi/api.dart';
+
+final api_instance = PersonApi();
+final assetFaceUpdateDto = AssetFaceUpdateDto(); // AssetFaceUpdateDto | 
+
+try {
+    final result = api_instance.unassignFaces(assetFaceUpdateDto);
+    print(result);
+} catch (e) {
+    print('Exception when calling PersonApi->unassignFaces: $e\n');
+}
+```
+
+### Parameters
+
+Name | Type | Description  | Notes
+------------- | ------------- | ------------- | -------------
+ **assetFaceUpdateDto** | [**AssetFaceUpdateDto**](AssetFaceUpdateDto.md)|  | 
+
+### Return type
+
+[**List<BulkIdResponseDto>**](BulkIdResponseDto.md)
+
+### Authorization
+
+No authorization required
+
+### HTTP request headers
+
+ - **Content-Type**: application/json
+ - **Accept**: application/json
+
+[[Back to top]](#) [[Back to API list]](../README.md#documentation-for-api-endpoints) [[Back to Model list]](../README.md#documentation-for-models) [[Back to README]](../README.md)
+
 # **updatePeople**
 > List<BulkIdResponseDto> updatePeople(peopleUpdateDto)

--- a/mobile/openapi/lib/api.dart
+++ b/mobile/openapi/lib/api.dart
@@ -156,6 +156,7 @@ part 'model/path_type.dart';
 part 'model/people_response_dto.dart';
 part 'model/people_update_dto.dart';
 part 'model/people_update_item.dart';
+part 'model/people_with_faces_response_dto.dart';
 part 'model/person_create_dto.dart';
 part 'model/person_response_dto.dart';
 part 'model/person_statistics_response_dto.dart';
--- a/mobile/openapi/lib/api/face_api.dart
+++ b/mobile/openapi/lib/api/face_api.dart
@@ -119,4 +119,52 @@ class FaceApi {
    }
    return null;
  }
+
+  /// Performs an HTTP 'DELETE /face/{id}' operation and returns the [Response].
+  /// Parameters:
+  ///
+  /// * [String] id (required):
+  Future<Response> unassignFaceWithHttpInfo(String id,) async {
+    // ignore: prefer_const_declarations
+    final path = r'/face/{id}'
+      .replaceAll('{id}', id);
+
+    // ignore: prefer_final_locals
+    Object? postBody;
+
+    final queryParams = <QueryParam>[];
+    final headerParams = <String, String>{};
+    final formParams = <String, String>{};
+
+    const contentTypes = <String>[];
+
+
+    return apiClient.invokeAPI(
+      path,
+      'DELETE',
+      queryParams,
+      postBody,
+      headerParams,
+      formParams,
+      contentTypes.isEmpty ? null : contentTypes.first,
+    );
+  }
+
+  /// Parameters:
+  ///
+  /// * [String] id (required):
+  Future<AssetFaceResponseDto?> unassignFace(String id,) async {
+    final response = await unassignFaceWithHttpInfo(id,);
+    if (response.statusCode >= HttpStatus.badRequest) {
+      throw ApiException(response.statusCode, await _decodeBodyBytes(response));
+    }
+    // When a remote server returns no body with a status of 204, we shall not decode it.
+    // At the time of writing this, `dart:convert` will throw an "Unexpected end of input"
+    // FormatException when trying to decode an empty string.
+    if (response.body.isNotEmpty && response.statusCode != HttpStatus.noContent) {
+      return await apiClient.deserializeAsync(await _decodeBodyBytes(response), 'AssetFaceResponseDto',) as AssetFaceResponseDto;
+    
+    }
+    return null;
+  }
 }
--- a/mobile/openapi/lib/api/person_api.dart
+++ b/mobile/openapi/lib/api/person_api.dart
@@ -419,6 +419,56 @@ class PersonApi {
    return null;
  }

+  /// Performs an HTTP 'DELETE /person' operation and returns the [Response].
+  /// Parameters:
+  ///
+  /// * [AssetFaceUpdateDto] assetFaceUpdateDto (required):
+  Future<Response> unassignFacesWithHttpInfo(AssetFaceUpdateDto assetFaceUpdateDto,) async {
+    // ignore: prefer_const_declarations
+    final path = r'/person';
+
+    // ignore: prefer_final_locals
+    Object? postBody = assetFaceUpdateDto;
+
+    final queryParams = <QueryParam>[];
+    final headerParams = <String, String>{};
+    final formParams = <String, String>{};
+
+    const contentTypes = <String>['application/json'];
+
+
+    return apiClient.invokeAPI(
+      path,
+      'DELETE',
+      queryParams,
+      postBody,
+      headerParams,
+      formParams,
+      contentTypes.isEmpty ? null : contentTypes.first,
+    );
+  }
+
+  /// Parameters:
+  ///
+  /// * [AssetFaceUpdateDto] assetFaceUpdateDto (required):
+  Future<List<BulkIdResponseDto>?> unassignFaces(AssetFaceUpdateDto assetFaceUpdateDto,) async {
+    final response = await unassignFacesWithHttpInfo(assetFaceUpdateDto,);
+    if (response.statusCode >= HttpStatus.badRequest) {
+      throw ApiException(response.statusCode, await _decodeBodyBytes(response));
+    }
+    // When a remote server returns no body with a status of 204, we shall not decode it.
+    // At the time of writing this, `dart:convert` will throw an "Unexpected end of input"
+    // FormatException when trying to decode an empty string.
+    if (response.body.isNotEmpty && response.statusCode != HttpStatus.noContent) {
+      final responseBody = await _decodeBodyBytes(response);
+      return (await apiClient.deserializeAsync(responseBody, 'List<BulkIdResponseDto>') as List)
+        .cast<BulkIdResponseDto>()
+        .toList(growable: false);
+
+    }
+    return null;
+  }
+
  /// Performs an HTTP 'PUT /person' operation and returns the [Response].
  /// Parameters:
  ///
--- a/mobile/openapi/lib/api_client.dart
+++ b/mobile/openapi/lib/api_client.dart
@@ -382,6 +382,8 @@ class ApiClient {
          return PeopleUpdateDto.fromJson(value);
        case 'PeopleUpdateItem':
          return PeopleUpdateItem.fromJson(value);
+        case 'PeopleWithFacesResponseDto':
+          return PeopleWithFacesResponseDto.fromJson(value);
        case 'PersonCreateDto':
          return PersonCreateDto.fromJson(value);
        case 'PersonResponseDto':
--- a/mobile/openapi/lib/model/asset_response_dto.dart
+++ b/mobile/openapi/lib/model/asset_response_dto.dart
@@ -35,7 +35,7 @@ class AssetResponseDto {
    required this.originalPath,
    this.owner,
    required this.ownerId,
-    this.people = const [],
+    this.people,
    required this.resized,
    this.smartInfo,
    this.stack = const [],
@@ -118,7 +118,13 @@ class AssetResponseDto {

  String ownerId;

-  List<PersonWithFacesResponseDto> people;
+  ///
+  /// Please note: This property should have been non-nullable! Since the specification file
+  /// does not include a default value (using the "default:" property), however, the generated
+  /// source code must fall back to having a nullable type.
+  /// Consider adding a "default:" property in the specification file to hide this note.
+  ///
+  PeopleWithFacesResponseDto? people;

  bool resized;

@@ -168,7 +174,7 @@ class AssetResponseDto {
    other.originalPath == originalPath &&
    other.owner == owner &&
    other.ownerId == ownerId &&
-    _deepEquality.equals(other.people, people) &&
+    other.people == people &&
    other.resized == resized &&
    other.smartInfo == smartInfo &&
    _deepEquality.equals(other.stack, stack) &&
@@ -204,7 +210,7 @@ class AssetResponseDto {
    (originalPath.hashCode) +
    (owner == null ? 0 : owner!.hashCode) +
    (ownerId.hashCode) +
-    (people.hashCode) +
+    (people == null ? 0 : people!.hashCode) +
    (resized.hashCode) +
    (smartInfo == null ? 0 : smartInfo!.hashCode) +
    (stack.hashCode) +
@@ -262,7 +268,11 @@ class AssetResponseDto {
    //  json[r'owner'] = null;
    }
      json[r'ownerId'] = this.ownerId;
+    if (this.people != null) {
      json[r'people'] = this.people;
+    } else {
+    //  json[r'people'] = null;
+    }
      json[r'resized'] = this.resized;
    if (this.smartInfo != null) {
      json[r'smartInfo'] = this.smartInfo;
@@ -321,7 +331,7 @@ class AssetResponseDto {
        originalPath: mapValueOfType<String>(json, r'originalPath')!,
        owner: UserResponseDto.fromJson(json[r'owner']),
        ownerId: mapValueOfType<String>(json, r'ownerId')!,
-        people: PersonWithFacesResponseDto.listFromJson(json[r'people']),
+        people: PeopleWithFacesResponseDto.fromJson(json[r'people']),
        resized: mapValueOfType<bool>(json, r'resized')!,
        smartInfo: SmartInfoResponseDto.fromJson(json[r'smartInfo']),
        stack: AssetResponseDto.listFromJson(json[r'stack']),
--- a/mobile/openapi/lib/model/people_with_faces_response_dto.dart
+++ b/mobile/openapi/lib/model/people_with_faces_response_dto.dart
@@ -0,0 +1,106 @@
+//
+// AUTO-GENERATED FILE, DO NOT MODIFY!
+//
+// @dart=2.12
+
+// ignore_for_file: unused_element, unused_import
+// ignore_for_file: always_put_required_named_parameters_first
+// ignore_for_file: constant_identifier_names
+// ignore_for_file: lines_longer_than_80_chars
+
+part of openapi.api;
+
+class PeopleWithFacesResponseDto {
+  /// Returns a new [PeopleWithFacesResponseDto] instance.
+  PeopleWithFacesResponseDto({
+    this.faces = const [],
+    required this.numberOfFaces,
+  });
+
+  List<PersonWithFacesResponseDto> faces;
+
+  int numberOfFaces;
+
+  @override
+  bool operator ==(Object other) => identical(this, other) || other is PeopleWithFacesResponseDto &&
+    _deepEquality.equals(other.faces, faces) &&
+    other.numberOfFaces == numberOfFaces;
+
+  @override
+  int get hashCode =>
+    // ignore: unnecessary_parenthesis
+    (faces.hashCode) +
+    (numberOfFaces.hashCode);
+
+  @override
+  String toString() => 'PeopleWithFacesResponseDto[faces=$faces, numberOfFaces=$numberOfFaces]';
+
+  Map<String, dynamic> toJson() {
+    final json = <String, dynamic>{};
+      json[r'faces'] = this.faces;
+      json[r'numberOfFaces'] = this.numberOfFaces;
+    return json;
+  }
+
+  /// Returns a new [PeopleWithFacesResponseDto] instance and imports its values from
+  /// [value] if it's a [Map], null otherwise.
+  // ignore: prefer_constructors_over_static_methods
+  static PeopleWithFacesResponseDto? fromJson(dynamic value) {
+    if (value is Map) {
+      final json = value.cast<String, dynamic>();
+
+      return PeopleWithFacesResponseDto(
+        faces: PersonWithFacesResponseDto.listFromJson(json[r'faces']),
+        numberOfFaces: mapValueOfType<int>(json, r'numberOfFaces')!,
+      );
+    }
+    return null;
+  }
+
+  static List<PeopleWithFacesResponseDto> listFromJson(dynamic json, {bool growable = false,}) {
+    final result = <PeopleWithFacesResponseDto>[];
+    if (json is List && json.isNotEmpty) {
+      for (final row in json) {
+        final value = PeopleWithFacesResponseDto.fromJson(row);
+        if (value != null) {
+          result.add(value);
+        }
+      }
+    }
+    return result.toList(growable: growable);
+  }
+
+  static Map<String, PeopleWithFacesResponseDto> mapFromJson(dynamic json) {
+    final map = <String, PeopleWithFacesResponseDto>{};
+    if (json is Map && json.isNotEmpty) {
+      json = json.cast<String, dynamic>(); // ignore: parameter_assignments
+      for (final entry in json.entries) {
+        final value = PeopleWithFacesResponseDto.fromJson(entry.value);
+        if (value != null) {
+          map[entry.key] = value;
+        }
+      }
+    }
+    return map;
+  }
+
+  // maps a json object with a list of PeopleWithFacesResponseDto-objects as value to a dart map
+  static Map<String, List<PeopleWithFacesResponseDto>> mapListFromJson(dynamic json, {bool growable = false,}) {
+    final map = <String, List<PeopleWithFacesResponseDto>>{};
+    if (json is Map && json.isNotEmpty) {
+      // ignore: parameter_assignments
+      json = json.cast<String, dynamic>();
+      for (final entry in json.entries) {
+        map[entry.key] = PeopleWithFacesResponseDto.listFromJson(entry.value, growable: growable,);
+      }
+    }
+    return map;
+  }
+
+  /// The list of required keys that must be present in a JSON.
+  static const requiredKeys = <String>{
+    'faces',
+    'numberOfFaces',
+  };
+}
+
--- a/mobile/openapi/test/asset_response_dto_test.dart
+++ b/mobile/openapi/test/asset_response_dto_test.dart
@@ -129,7 +129,7 @@ void main() {
      // TODO
    });

-    // List<PersonWithFacesResponseDto> people (default value: const [])
+    // PeopleWithFacesResponseDto people
    test('to test the property `people`', () async {
      // TODO
    });
--- a/mobile/openapi/test/face_api_test.dart
+++ b/mobile/openapi/test/face_api_test.dart
@@ -27,5 +27,10 @@ void main() {
      // TODO
    });

+    //Future<AssetFaceResponseDto> unassignFace(String id) async
+    test('test unassignFace', () async {
+      // TODO
+    });
+
  });
 }
--- a/mobile/openapi/test/people_with_faces_response_dto_test.dart
+++ b/mobile/openapi/test/people_with_faces_response_dto_test.dart
@@ -0,0 +1,32 @@
+//
+// AUTO-GENERATED FILE, DO NOT MODIFY!
+//
+// @dart=2.12
+
+// ignore_for_file: unused_element, unused_import
+// ignore_for_file: always_put_required_named_parameters_first
+// ignore_for_file: constant_identifier_names
+// ignore_for_file: lines_longer_than_80_chars
+
+import 'package:openapi/api.dart';
+import 'package:test/test.dart';
+
+// tests for PeopleWithFacesResponseDto
+void main() {
+  // final instance = PeopleWithFacesResponseDto();
+
+  group('test PeopleWithFacesResponseDto', () {
+    // List<PersonWithFacesResponseDto> faces (default value: const [])
+    test('to test the property `faces`', () async {
+      // TODO
+    });
+
+    // int numberOfFaces
+    test('to test the property `numberOfFaces`', () async {
+      // TODO
+    });
+
+
+  });
+
+}
--- a/mobile/openapi/test/person_api_test.dart
+++ b/mobile/openapi/test/person_api_test.dart
@@ -57,6 +57,11 @@ void main() {
      // TODO
    });

+    //Future<List<BulkIdResponseDto>> unassignFaces(AssetFaceUpdateDto assetFaceUpdateDto) async
+    test('test unassignFaces', () async {
+      // TODO
+    });
+
    //Future<List<BulkIdResponseDto>> updatePeople(PeopleUpdateDto peopleUpdateDto) async
    test('test updatePeople', () async {
      // TODO
--- a/open-api/immich-openapi-specs.json
+++ b/open-api/immich-openapi-specs.json
@@ -2259,6 +2259,46 @@
      }
    },
    "/face/{id}": {
+      "delete": {
+        "operationId": "unassignFace",
+        "parameters": [
+          {
+            "name": "id",
+            "required": true,
+            "in": "path",
+            "schema": {
+              "format": "uuid",
+              "type": "string"
+            }
+          }
+        ],
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "$ref": "#/components/schemas/AssetFaceResponseDto"
+                }
+              }
+            },
+            "description": ""
+          }
+        },
+        "security": [
+          {
+            "bearer": []
+          },
+          {
+            "cookie": []
+          },
+          {
+            "api_key": []
+          }
+        ],
+        "tags": [
+          "Face"
+        ]
+      },
      "put": {
        "operationId": "reassignFacesById",
        "parameters": [
@@ -3408,6 +3448,38 @@
      }
    },
    "/person": {
+      "delete": {
+        "operationId": "unassignFaces",
+        "parameters": [],
+        "requestBody": {
+          "content": {
+            "application/json": {
+              "schema": {
+                "$ref": "#/components/schemas/AssetFaceUpdateDto"
+              }
+            }
+          },
+          "required": true
+        },
+        "responses": {
+          "200": {
+            "content": {
+              "application/json": {
+                "schema": {
+                  "items": {
+                    "$ref": "#/components/schemas/BulkIdResponseDto"
+                  },
+                  "type": "array"
+                }
+              }
+            },
+            "description": ""
+          }
+        },
+        "tags": [
+          "Person"
+        ]
+      },
      "get": {
        "operationId": "getAllPeople",
        "parameters": [
@@ -7337,10 +7409,7 @@
            "type": "string"
          },
          "people": {
-            "items": {
-              "$ref": "#/components/schemas/PersonWithFacesResponseDto"
-            },
-            "type": "array"
+            "$ref": "#/components/schemas/PeopleWithFacesResponseDto"
          },
          "resized": {
            "type": "boolean"
@@ -8943,6 +9012,24 @@
        ],
        "type": "object"
      },
+      "PeopleWithFacesResponseDto": {
+        "properties": {
+          "faces": {
+            "items": {
+              "$ref": "#/components/schemas/PersonWithFacesResponseDto"
+            },
+            "type": "array"
+          },
+          "numberOfFaces": {
+            "type": "integer"
+          }
+        },
+        "required": [
+          "faces",
+          "numberOfFaces"
+        ],
+        "type": "object"
+      },
      "PersonCreateDto": {
        "properties": {
          "birthDate": {
--- a/open-api/typescript-sdk/src/fetch-client.ts
+++ b/open-api/typescript-sdk/src/fetch-client.ts
@@ -100,6 +100,10 @@ export type PersonWithFacesResponseDto = {
    name: string;
    thumbnailPath: string;
 };
+export type PeopleWithFacesResponseDto = {
+    faces: PersonWithFacesResponseDto[];
+    numberOfFaces: number;
+};
 export type SmartInfoResponseDto = {
    objects?: string[] | null;
    tags?: string[] | null;
@@ -136,7 +140,7 @@ export type AssetResponseDto = {
    originalPath: string;
    owner?: UserResponseDto;
    ownerId: string;
-    people?: PersonWithFacesResponseDto[];
+    people?: PeopleWithFacesResponseDto;
    resized: boolean;
    smartInfo?: SmartInfoResponseDto;
    stack?: AssetResponseDto[];
@@ -535,6 +539,13 @@ export type PartnerResponseDto = {
 export type UpdatePartnerDto = {
    inTimeline: boolean;
 };
+export type AssetFaceUpdateItem = {
+    assetId: string;
+    personId: string;
+};
+export type AssetFaceUpdateDto = {
+    data: AssetFaceUpdateItem[];
+};
 export type PeopleResponseDto = {
    hidden: number;
    people: PersonResponseDto[];
@@ -579,13 +590,6 @@ export type PersonUpdateDto = {
 export type MergePersonDto = {
    ids: string[];
 };
-export type AssetFaceUpdateItem = {
-    assetId: string;
-    personId: string;
-};
-export type AssetFaceUpdateDto = {
-    data: AssetFaceUpdateItem[];
-};
 export type PersonStatisticsResponseDto = {
    assets: number;
 };
@@ -1699,6 +1703,17 @@ export function getFaces({ id }: {
        ...opts
    }));
 }
+export function unassignFace({ id }: {
+    id: string;
+}, opts?: Oazapfts.RequestOpts) {
+    return oazapfts.ok(oazapfts.fetchJson<{
+        status: 200;
+        data: AssetFaceResponseDto;
+    }>(`/face/${encodeURIComponent(id)}`, {
+        ...opts,
+        method: "DELETE"
+    }));
+}
 export function reassignFacesById({ id, faceDto }: {
    id: string;
    faceDto: FaceDto;
@@ -2000,6 +2015,18 @@ export function updatePartner({ id, updatePartnerDto }: {
        body: updatePartnerDto
    })));
 }
+export function unassignFaces({ assetFaceUpdateDto }: {
+    assetFaceUpdateDto: AssetFaceUpdateDto;
+}, opts?: Oazapfts.RequestOpts) {
+    return oazapfts.ok(oazapfts.fetchJson<{
+        status: 200;
+        data: BulkIdResponseDto[];
+    }>("/person", oazapfts.json({
+        ...opts,
+        method: "DELETE",
+        body: assetFaceUpdateDto
+    })));
+}
 export function getAllPeople({ withHidden }: {
    withHidden?: boolean;
 }, opts?: Oazapfts.RequestOpts) {
--- a/server/src/controllers/face.controller.ts
+++ b/server/src/controllers/face.controller.ts
@@ -1,4 +1,4 @@
-import { Body, Controller, Get, Param, Put, Query } from '@nestjs/common';
+import { Body, Controller, Delete, Get, Param, Put, Query } from '@nestjs/common';
 import { ApiTags } from '@nestjs/swagger';
 import { AuthDto } from 'src/dtos/auth.dto';
 import { AssetFaceResponseDto, FaceDto, PersonResponseDto } from 'src/dtos/person.dto';
@@ -26,4 +26,10 @@ export class FaceController {
  ): Promise<PersonResponseDto> {
    return this.service.reassignFacesById(auth, id, dto);
  }
+
+  @Delete(':id')
+  @Authenticated()
+  unassignFace(@Auth() auth: AuthDto, @Param() { id }: UUIDParamDto): Promise<AssetFaceResponseDto> {
+    return this.service.unassignFace(auth, id);
+  }
 }
--- a/server/src/controllers/person.controller.ts
+++ b/server/src/controllers/person.controller.ts
@@ -1,4 +1,4 @@
-import { Body, Controller, Get, Next, Param, Post, Put, Query, Res } from '@nestjs/common';
+import { Body, Controller, Delete, Get, Next, Param, Post, Put, Query, Res } from '@nestjs/common';
 import { ApiTags } from '@nestjs/swagger';
 import { NextFunction, Response } from 'express';
 import { BulkIdResponseDto } from 'src/dtos/asset-ids.response.dto';
@@ -83,6 +83,11 @@ export class PersonController {
    return this.service.getAssets(auth, id);
  }

+  @Delete()
+  unassignFaces(@Auth() auth: AuthDto, @Body() dto: AssetFaceUpdateDto): Promise<BulkIdResponseDto[]> {
+    return this.service.unassignFaces(auth, dto);
+  }
+
  @Put(':id/reassign')
  @Authenticated()
  reassignFaces(
--- a/server/src/dtos/asset-response.dto.ts
+++ b/server/src/dtos/asset-response.dto.ts
@@ -2,7 +2,12 @@ import { ApiProperty } from '@nestjs/swagger';
 import { PropertyLifecycle } from 'src/decorators';
 import { AuthDto } from 'src/dtos/auth.dto';
 import { ExifResponseDto, mapExif } from 'src/dtos/exif.dto';
-import { PersonWithFacesResponseDto, mapFacesWithoutPerson, mapPerson } from 'src/dtos/person.dto';
+import {
+  PeopleWithFacesResponseDto,
+  PersonWithFacesResponseDto,
+  mapFacesWithoutPerson,
+  mapPerson,
+} from 'src/dtos/person.dto';
 import { TagResponseDto, mapTag } from 'src/dtos/tag.dto';
 import { UserResponseDto, mapUser } from 'src/dtos/user.dto';
 import { AssetFaceEntity } from 'src/entities/asset-face.entity';
@@ -43,7 +48,7 @@ export class AssetResponseDto extends SanitizedAssetResponseDto {
  exifInfo?: ExifResponseDto;
  smartInfo?: SmartInfoResponseDto;
  tags?: TagResponseDto[];
-  people?: PersonWithFacesResponseDto[];
+  people?: PeopleWithFacesResponseDto;
  /**base64 encoded sha1 hash */
  checksum!: string;
  stackParentId?: string | null;
@@ -58,7 +63,7 @@ export type AssetMapOptions = {
  auth?: AuthDto;
 };

-const peopleWithFaces = (faces: AssetFaceEntity[]): PersonWithFacesResponseDto[] => {
+const peopleWithFaces = (faces: AssetFaceEntity[]): PeopleWithFacesResponseDto => {
  const result: PersonWithFacesResponseDto[] = [];
  if (faces) {
    for (const face of faces) {
@@ -73,7 +78,7 @@ const peopleWithFaces = (faces: AssetFaceEntity[]): PersonWithFacesResponseDto[]
    }
  }

-  return result;
+  return { faces: result, numberOfFaces: faces.length };
 };

 export function mapAsset(entity: AssetEntity, options: AssetMapOptions = {}): AssetResponseDto {
@@ -117,7 +122,7 @@ export function mapAsset(entity: AssetEntity, options: AssetMapOptions = {}): As
    smartInfo: entity.smartInfo ? mapSmartInfo(entity.smartInfo) : undefined,
    livePhotoVideoId: entity.livePhotoVideoId,
    tags: entity.tags?.map(mapTag),
-    people: peopleWithFaces(entity.faces),
+    people: entity.faces ? peopleWithFaces(entity.faces) : undefined,
    checksum: entity.checksum.toString('base64'),
    stackParentId: withStack ? entity.stack?.primaryAssetId : undefined,
    stack: withStack
--- a/server/src/dtos/person.dto.ts
+++ b/server/src/dtos/person.dto.ts
@@ -77,6 +77,12 @@ export class PersonWithFacesResponseDto extends PersonResponseDto {
  faces!: AssetFaceWithoutPersonResponseDto[];
 }

+export class PeopleWithFacesResponseDto {
+  faces!: PersonWithFacesResponseDto[];
+  @ApiProperty({ type: 'integer' })
+  numberOfFaces!: number;
+}
+
 export class AssetFaceWithoutPersonResponseDto {
  @ValidateUUID()
  id!: string;
--- a/server/src/entities/asset-face.entity.ts
+++ b/server/src/entities/asset-face.entity.ts
@@ -37,6 +37,9 @@ export class AssetFaceEntity {
  @Column({ default: 0, type: 'int' })
  boundingBoxY2!: number;

+  @Column({ default: false })
+  isEdited!: boolean;
+
  @ManyToOne(() => AssetEntity, (asset) => asset.faces, { onDelete: 'CASCADE', onUpdate: 'CASCADE' })
  asset!: AssetEntity;

--- a/server/src/interfaces/person.interface.ts
+++ b/server/src/interfaces/person.interface.ts
@@ -23,7 +23,7 @@ export interface AssetFaceId {
 export interface UpdateFacesData {
  oldPersonId?: string;
  faceIds?: string[];
-  newPersonId: string;
+  newPersonId: string | null;
 }

 export interface PersonStatistics {
@@ -60,7 +60,7 @@ export interface IPersonRepository {
  getFacesByIds(ids: AssetFaceId[]): Promise<AssetFaceEntity[]>;
  getRandomFace(personId: string): Promise<AssetFaceEntity | null>;
  getStatistics(personId: string): Promise<PersonStatistics>;
-  reassignFace(assetFaceId: string, newPersonId: string): Promise<number>;
+  reassignFace(assetFaceId: string, newPersonId: string | null): Promise<number>;
  getNumberOfPeople(userId: string): Promise<PeopleStatistics>;
  reassignFaces(data: UpdateFacesData): Promise<number>;
  update(entity: Partial<PersonEntity>): Promise<PersonEntity>;
--- a/server/src/migrations/1715357609038-AddEditedAssetFace.ts
+++ b/server/src/migrations/1715357609038-AddEditedAssetFace.ts
@@ -0,0 +1,13 @@
+import { MigrationInterface, QueryRunner } from 'typeorm';
+
+export class AddEditedAssetFace1715357609038 implements MigrationInterface {
+  name = 'AddEditedAssetFace1715357609038';
+
+  public async up(queryRunner: QueryRunner): Promise<void> {
+    await queryRunner.query(`ALTER TABLE "asset_faces" ADD "isEdited" boolean NOT NULL DEFAULT false`);
+  }
+
+  public async down(queryRunner: QueryRunner): Promise<void> {
+    await queryRunner.query(`ALTER TABLE "asset_faces" DROP COLUMN "isEdited"`);
+  }
+}
--- a/server/src/queries/asset.repository.sql
+++ b/server/src/queries/asset.repository.sql
@@ -192,6 +192,7 @@ SELECT
  "AssetEntity__AssetEntity_faces"."boundingBoxY1" AS "AssetEntity__AssetEntity_faces_boundingBoxY1",
  "AssetEntity__AssetEntity_faces"."boundingBoxX2" AS "AssetEntity__AssetEntity_faces_boundingBoxX2",
  "AssetEntity__AssetEntity_faces"."boundingBoxY2" AS "AssetEntity__AssetEntity_faces_boundingBoxY2",
+  "AssetEntity__AssetEntity_faces"."isEdited" AS "AssetEntity__AssetEntity_faces_isEdited",
  "8258e303a73a72cf6abb13d73fb592dde0d68280"."id" AS "8258e303a73a72cf6abb13d73fb592dde0d68280_id",
  "8258e303a73a72cf6abb13d73fb592dde0d68280"."createdAt" AS "8258e303a73a72cf6abb13d73fb592dde0d68280_createdAt",
  "8258e303a73a72cf6abb13d73fb592dde0d68280"."updatedAt" AS "8258e303a73a72cf6abb13d73fb592dde0d68280_updatedAt",
--- a/server/src/queries/person.repository.sql
+++ b/server/src/queries/person.repository.sql
@@ -71,6 +71,7 @@ SELECT
  "AssetFaceEntity"."boundingBoxY1" AS "AssetFaceEntity_boundingBoxY1",
  "AssetFaceEntity"."boundingBoxX2" AS "AssetFaceEntity_boundingBoxX2",
  "AssetFaceEntity"."boundingBoxY2" AS "AssetFaceEntity_boundingBoxY2",
+  "AssetFaceEntity"."isEdited" AS "AssetFaceEntity_isEdited",
  "AssetFaceEntity__AssetFaceEntity_person"."id" AS "AssetFaceEntity__AssetFaceEntity_person_id",
  "AssetFaceEntity__AssetFaceEntity_person"."createdAt" AS "AssetFaceEntity__AssetFaceEntity_person_createdAt",
  "AssetFaceEntity__AssetFaceEntity_person"."updatedAt" AS "AssetFaceEntity__AssetFaceEntity_person_updatedAt",
@@ -103,6 +104,7 @@ FROM
      "AssetFaceEntity"."boundingBoxY1" AS "AssetFaceEntity_boundingBoxY1",
      "AssetFaceEntity"."boundingBoxX2" AS "AssetFaceEntity_boundingBoxX2",
      "AssetFaceEntity"."boundingBoxY2" AS "AssetFaceEntity_boundingBoxY2",
+      "AssetFaceEntity"."isEdited" AS "AssetFaceEntity_isEdited",
      "AssetFaceEntity__AssetFaceEntity_person"."id" AS "AssetFaceEntity__AssetFaceEntity_person_id",
      "AssetFaceEntity__AssetFaceEntity_person"."createdAt" AS "AssetFaceEntity__AssetFaceEntity_person_createdAt",
      "AssetFaceEntity__AssetFaceEntity_person"."updatedAt" AS "AssetFaceEntity__AssetFaceEntity_person_updatedAt",
@@ -138,6 +140,7 @@ FROM
      "AssetFaceEntity"."boundingBoxY1" AS "AssetFaceEntity_boundingBoxY1",
      "AssetFaceEntity"."boundingBoxX2" AS "AssetFaceEntity_boundingBoxX2",
      "AssetFaceEntity"."boundingBoxY2" AS "AssetFaceEntity_boundingBoxY2",
+      "AssetFaceEntity"."isEdited" AS "AssetFaceEntity_isEdited",
      "AssetFaceEntity__AssetFaceEntity_person"."id" AS "AssetFaceEntity__AssetFaceEntity_person_id",
      "AssetFaceEntity__AssetFaceEntity_person"."createdAt" AS "AssetFaceEntity__AssetFaceEntity_person_createdAt",
      "AssetFaceEntity__AssetFaceEntity_person"."updatedAt" AS "AssetFaceEntity__AssetFaceEntity_person_updatedAt",
@@ -193,9 +196,10 @@ LIMIT
 -- PersonRepository.reassignFace
 UPDATE "asset_faces"
 SET
-  "personId" = $1
+  "personId" = $1,
+  "isEdited" = $2
 WHERE
-  "id" = $2
+  "id" = $3

 -- PersonRepository.getByName
 SELECT
@@ -281,6 +285,7 @@ FROM
      "AssetEntity__AssetEntity_faces"."boundingBoxY1" AS "AssetEntity__AssetEntity_faces_boundingBoxY1",
      "AssetEntity__AssetEntity_faces"."boundingBoxX2" AS "AssetEntity__AssetEntity_faces_boundingBoxX2",
      "AssetEntity__AssetEntity_faces"."boundingBoxY2" AS "AssetEntity__AssetEntity_faces_boundingBoxY2",
+      "AssetEntity__AssetEntity_faces"."isEdited" AS "AssetEntity__AssetEntity_faces_isEdited",
      "8258e303a73a72cf6abb13d73fb592dde0d68280"."id" AS "8258e303a73a72cf6abb13d73fb592dde0d68280_id",
      "8258e303a73a72cf6abb13d73fb592dde0d68280"."createdAt" AS "8258e303a73a72cf6abb13d73fb592dde0d68280_createdAt",
      "8258e303a73a72cf6abb13d73fb592dde0d68280"."updatedAt" AS "8258e303a73a72cf6abb13d73fb592dde0d68280_updatedAt",
@@ -373,6 +378,7 @@ SELECT
  "AssetFaceEntity"."boundingBoxY1" AS "AssetFaceEntity_boundingBoxY1",
  "AssetFaceEntity"."boundingBoxX2" AS "AssetFaceEntity_boundingBoxX2",
  "AssetFaceEntity"."boundingBoxY2" AS "AssetFaceEntity_boundingBoxY2",
+  "AssetFaceEntity"."isEdited" AS "AssetFaceEntity_isEdited",
  "AssetFaceEntity__AssetFaceEntity_asset"."id" AS "AssetFaceEntity__AssetFaceEntity_asset_id",
  "AssetFaceEntity__AssetFaceEntity_asset"."deviceAssetId" AS "AssetFaceEntity__AssetFaceEntity_asset_deviceAssetId",
  "AssetFaceEntity__AssetFaceEntity_asset"."ownerId" AS "AssetFaceEntity__AssetFaceEntity_asset_ownerId",
@@ -424,7 +430,8 @@ SELECT
  "AssetFaceEntity"."boundingBoxX1" AS "AssetFaceEntity_boundingBoxX1",
  "AssetFaceEntity"."boundingBoxY1" AS "AssetFaceEntity_boundingBoxY1",
  "AssetFaceEntity"."boundingBoxX2" AS "AssetFaceEntity_boundingBoxX2",
-  "AssetFaceEntity"."boundingBoxY2" AS "AssetFaceEntity_boundingBoxY2"
+  "AssetFaceEntity"."boundingBoxY2" AS "AssetFaceEntity_boundingBoxY2",
+  "AssetFaceEntity"."isEdited" AS "AssetFaceEntity_isEdited"
 FROM
  "asset_faces" "AssetFaceEntity"
 WHERE
--- a/server/src/queries/search.repository.sql
+++ b/server/src/queries/search.repository.sql
@@ -207,6 +207,7 @@ WITH
      "faces"."boundingBoxY1" AS "boundingBoxY1",
      "faces"."boundingBoxX2" AS "boundingBoxX2",
      "faces"."boundingBoxY2" AS "boundingBoxY2",
+      "faces"."isEdited" AS "isEdited",
      "faces"."embedding" <= > $1 AS "distance"
    FROM
      "asset_faces" "faces"
--- a/server/src/repositories/person.repository.ts
+++ b/server/src/repositories/person.repository.ts
@@ -148,7 +148,7 @@ export class PersonRepository implements IPersonRepository {
    const result = await this.assetFaceRepository
      .createQueryBuilder()
      .update()
-      .set({ personId: newPersonId })
+      .set({ personId: newPersonId, isEdited: true })
      .where({ id: assetFaceId })
      .execute();

--- a/server/src/services/asset.service.ts
+++ b/server/src/services/asset.service.ts
@@ -266,7 +266,7 @@ export class AssetService {
    }

    if (data.ownerId !== auth.user.id || auth.sharedLink) {
-      data.people = [];
+      delete data.people;
    }

    return data;
--- a/server/src/services/person.service.spec.ts
+++ b/server/src/services/person.service.spec.ts
@@ -437,6 +437,36 @@ describe(PersonService.name, () => {
    });
  });

+  describe('unassignFace', () => {
+    it('should unassign a face', async () => {
+      personMock.getFaceById.mockResolvedValueOnce(faceStub.face1);
+      accessMock.person.checkOwnerAccess.mockResolvedValue(new Set([personStub.noName.id]));
+      accessMock.person.checkFaceOwnerAccess.mockResolvedValue(new Set([faceStub.face1.id]));
+      personMock.reassignFace.mockResolvedValue(1);
+      personMock.getRandomFace.mockResolvedValue(null);
+      personMock.getFaceById.mockResolvedValueOnce(faceStub.unassignedFace);
+
+      await expect(sut.unassignFace(authStub.admin, faceStub.face1.id)).resolves.toStrictEqual(
+        mapFaces(faceStub.unassignedFace, authStub.admin),
+      );
+    });
+  });
+
+  describe('unassignFaces', () => {
+    it('should unassign a face', async () => {
+      personMock.getFacesByIds.mockResolvedValueOnce([faceStub.face1]);
+      accessMock.person.checkOwnerAccess.mockResolvedValue(new Set([personStub.noName.id]));
+      accessMock.person.checkFaceOwnerAccess.mockResolvedValue(new Set([faceStub.face1.id]));
+      personMock.reassignFace.mockResolvedValue(1);
+      personMock.getRandomFace.mockResolvedValue(null);
+      personMock.getFaceById.mockResolvedValueOnce(faceStub.unassignedFace);
+
+      await expect(
+        sut.unassignFaces(authStub.admin, { data: [{ assetId: faceStub.face1.id, personId: 'person-1' }] }),
+      ).resolves.toStrictEqual([{ id: 'assetFaceId1', success: true }]);
+    });
+  });
+
  describe('handlePersonCleanup', () => {
    it('should delete people without faces', async () => {
      personMock.getAllWithoutFaces.mockResolvedValue([personStub.noName]);
@@ -550,7 +580,10 @@ describe(PersonService.name, () => {

      await sut.handleQueueRecognizeFaces({});

-      expect(personMock.getAllFaces).toHaveBeenCalledWith({ skip: 0, take: 1000 }, { where: { personId: IsNull() } });
+      expect(personMock.getAllFaces).toHaveBeenCalledWith(
+        { skip: 0, take: 1000 },
+        { where: { personId: IsNull(), isEdited: false } },
+      );
      expect(jobMock.queueAll).toHaveBeenCalledWith([
        {
          name: JobName.FACIAL_RECOGNITION,
--- a/server/src/services/person.service.ts
+++ b/server/src/services/person.service.ts
@@ -101,6 +101,22 @@ export class PersonService {
    };
  }

+  async unassignFace(auth: AuthDto, id: string): Promise<AssetFaceResponseDto> {
+    let face = await this.repository.getFaceById(id);
+    await this.access.requirePermission(auth, Permission.PERSON_CREATE, face.id);
+
+    if (face.personId) {
+      await this.access.requirePermission(auth, Permission.PERSON_WRITE, face.personId);
+    }
+
+    await this.repository.reassignFace(face.id, null);
+    if (face.person && face.person.faceAssetId === face.id) {
+      await this.createNewFeaturePhoto([face.person.id]);
+    }
+    face = await this.repository.getFaceById(id);
+    return mapFaces(face, auth);
+  }
+
  async reassignFaces(auth: AuthDto, personId: string, dto: AssetFaceUpdateDto): Promise<PersonResponseDto[]> {
    await this.access.requirePermission(auth, Permission.PERSON_WRITE, personId);
    const person = await this.findOrFail(personId);
@@ -130,6 +146,34 @@ export class PersonService {
    return result;
  }

+  async unassignFaces(auth: AuthDto, dto: AssetFaceUpdateDto): Promise<BulkIdResponseDto[]> {
+    const changeFeaturePhoto: string[] = [];
+    const results: BulkIdResponseDto[] = [];
+
+    for (const data of dto.data) {
+      const faces = await this.repository.getFacesByIds([{ personId: data.personId, assetId: data.assetId }]);
+
+      for (const face of faces) {
+        await this.access.requirePermission(auth, Permission.PERSON_CREATE, face.id);
+        if (face.personId) {
+          await this.access.requirePermission(auth, Permission.PERSON_WRITE, face.personId);
+        }
+
+        await this.repository.reassignFace(face.id, null);
+        if (face.person && face.person.faceAssetId === face.id) {
+          changeFeaturePhoto.push(face.person.id);
+        }
+        results.push({ id: face.id, success: true });
+      }
+    }
+    if (changeFeaturePhoto.length > 0) {
+      // Remove duplicates
+      await this.createNewFeaturePhoto([...changeFeaturePhoto]);
+    }
+
+    return results;
+  }
+
  async reassignFacesById(auth: AuthDto, personId: string, dto: FaceDto): Promise<PersonResponseDto> {
    await this.access.requirePermission(auth, Permission.PERSON_WRITE, personId);

@@ -386,7 +430,7 @@ export class PersonService {
    }

    const facePagination = usePagination(JOBS_ASSET_PAGINATION_SIZE, (pagination) =>
-      this.repository.getAllFaces(pagination, { where: force ? undefined : { personId: IsNull() } }),
+      this.repository.getAllFaces(pagination, { where: force ? undefined : { personId: IsNull(), isEdited: false } }),
    );

    for await (const page of facePagination) {
--- a/server/test/fixtures/face.stub.ts
+++ b/server/test/fixtures/face.stub.ts
@@ -18,6 +18,7 @@ export const faceStub = {
    boundingBoxY2: 1,
    imageHeight: 1024,
    imageWidth: 1024,
+    isEdited: false,
  }),
  primaryFace1: Object.freeze<NonNullableProperty<AssetFaceEntity>>({
    id: 'assetFaceId2',
@@ -32,6 +33,7 @@ export const faceStub = {
    boundingBoxY2: 1,
    imageHeight: 1024,
    imageWidth: 1024,
+    isEdited: false,
  }),
  mergeFace1: Object.freeze<NonNullableProperty<AssetFaceEntity>>({
    id: 'assetFaceId3',
@@ -46,6 +48,7 @@ export const faceStub = {
    boundingBoxY2: 1,
    imageHeight: 1024,
    imageWidth: 1024,
+    isEdited: false,
  }),
  mergeFace2: Object.freeze<NonNullableProperty<AssetFaceEntity>>({
    id: 'assetFaceId4',
@@ -60,6 +63,7 @@ export const faceStub = {
    boundingBoxY2: 1,
    imageHeight: 1024,
    imageWidth: 1024,
+    isEdited: false,
  }),
  start: Object.freeze<NonNullableProperty<AssetFaceEntity>>({
    id: 'assetFaceId5',
@@ -74,6 +78,7 @@ export const faceStub = {
    boundingBoxY2: 505,
    imageHeight: 1000,
    imageWidth: 1000,
+    isEdited: false,
  }),
  middle: Object.freeze<NonNullableProperty<AssetFaceEntity>>({
    id: 'assetFaceId6',
@@ -88,6 +93,7 @@ export const faceStub = {
    boundingBoxY2: 200,
    imageHeight: 500,
    imageWidth: 400,
+    isEdited: false,
  }),
  end: Object.freeze<NonNullableProperty<AssetFaceEntity>>({
    id: 'assetFaceId7',
@@ -102,6 +108,7 @@ export const faceStub = {
    boundingBoxY2: 495,
    imageHeight: 500,
    imageWidth: 500,
+    isEdited: false,
  }),
  noPerson1: Object.freeze<AssetFaceEntity>({
    id: 'assetFaceId8',
@@ -116,6 +123,7 @@ export const faceStub = {
    boundingBoxY2: 1,
    imageHeight: 1024,
    imageWidth: 1024,
+    isEdited: false,
  }),
  noPerson2: Object.freeze<AssetFaceEntity>({
    id: 'assetFaceId9',
@@ -130,5 +138,21 @@ export const faceStub = {
    boundingBoxY2: 1,
    imageHeight: 1024,
    imageWidth: 1024,
+    isEdited: false,
+  }),
+  unassignedFace: Object.freeze<AssetFaceEntity>({
+    id: 'assetFaceId',
+    assetId: assetStub.image.id,
+    asset: assetStub.image,
+    personId: null,
+    person: null,
+    embedding: [1, 2, 3, 4],
+    boundingBoxX1: 0,
+    boundingBoxY1: 0,
+    boundingBoxX2: 1,
+    boundingBoxY2: 1,
+    imageHeight: 1024,
+    imageWidth: 1024,
+    isEdited: false,
  }),
 };
--- a/server/test/fixtures/shared-link.stub.ts
+++ b/server/test/fixtures/shared-link.stub.ts
@@ -73,7 +73,7 @@ const assetResponse: AssetResponseDto = {
  exifInfo: assetInfo,
  livePhotoVideoId: null,
  tags: [],
-  people: [],
+  people: undefined,
  checksum: 'ZmlsZSBoYXNo',
  isTrashed: false,
  libraryId: 'library-id',
--- a/web/src/lib/components/asset-viewer/detail-panel.svelte
+++ b/web/src/lib/components/asset-viewer/detail-panel.svelte
@@ -72,7 +72,7 @@
    // Get latest description from server
    if (newAsset.id && !isSharedLink()) {
      const data = await getAssetInfo({ id: asset.id });
-      people = data?.people || [];
+      people = data?.people || undefined;

      description = data.exifInfo?.description || '';
    }
@@ -90,7 +90,7 @@
    }
  })();

-  $: people = asset.people || [];
+  $: people = asset?.people || undefined;
  $: showingHiddenPeople = false;

  onMount(() => {
@@ -118,7 +118,7 @@

  const handleRefreshPeople = async () => {
    await getAssetInfo({ id: asset.id }).then((data) => {
-      people = data?.people || [];
+      people = data?.people || undefined;
      textArea.value = data?.exifInfo?.description || '';
    });
    showEditFaces = false;
@@ -213,12 +213,12 @@
    <p class="px-4 break-words whitespace-pre-line w-full text-black dark:text-white text-base">{description}</p>
  {/if}

-  {#if !isSharedLink() && people.length > 0}
+  {#if !isSharedLink() && people?.numberOfFaces && people?.numberOfFaces > 0}
    <section class="px-4 py-4 text-sm">
      <div class="flex h-10 w-full items-center justify-between">
        <h2>PEOPLE</h2>
        <div class="flex gap-2 items-center">
-          {#if people.some((person) => person.isHidden)}
+          {#if people.faces.some((person) => person.isHidden)}
            <CircleIconButton
              title="Show hidden people"
              icon={showingHiddenPeople ? mdiEyeOff : mdiEye}
@@ -239,16 +239,16 @@
      </div>

      <div class="mt-2 flex flex-wrap gap-2">
-        {#each people as person, index (person.id)}
+        {#each people.faces as person (person.id)}
          {#if showingHiddenPeople || !person.isHidden}
            <a
              class="w-[90px]"
              href="{AppRoute.PEOPLE}/{person.id}?{QueryParameter.PREVIOUS_ROUTE}={currentAlbum?.id
                ? `${AppRoute.ALBUMS}/${currentAlbum?.id}`
                : AppRoute.PHOTOS}"
-              on:focus={() => ($boundingBoxesArray = people[index].faces)}
+              on:focus={() => ($boundingBoxesArray = person.faces)}
              on:blur={() => ($boundingBoxesArray = [])}
-              on:mouseover={() => ($boundingBoxesArray = people[index].faces)}
+              on:mouseover={() => ($boundingBoxesArray = person.faces)}
              on:mouseleave={() => ($boundingBoxesArray = [])}
            >
              <div class="relative">
@@ -614,9 +614,9 @@
  <PersonSidePanel
    assetId={asset.id}
    assetType={asset.type}
-    on:close={() => {
+    onClose={() => {
      showEditFaces = false;
    }}
-    on:refresh={handleRefreshPeople}
+    onRefresh={handleRefreshPeople}
  />
 {/if}
--- a/web/src/lib/components/elements/buttons/circle-icon-button.svelte
+++ b/web/src/lib/components/elements/buttons/circle-icon-button.svelte
@@ -1,6 +1,6 @@
 <script lang="ts">
  import Icon from '$lib/components/elements/icon.svelte';
-  type Color = 'transparent' | 'light' | 'dark' | 'gray' | 'primary' | 'opaque';
+  type Color = 'transparent' | 'light' | 'dark' | 'gray' | 'primary' | 'opaque' | 'blue' | 'red' | 'green';

  export let type: 'button' | 'submit' | 'reset' = 'button';
  export let icon: string;
@@ -14,6 +14,7 @@
   * viewBox attribute for the SVG icon.
   */
  export let viewBox: string | undefined = undefined;
+  export let disableHover = false;

  /**
   * Override the default styling of the button for specific use cases, such as the icon color.
@@ -29,6 +30,9 @@
    gray: 'bg-[#d3d3d3] hover:bg-[#e2e7e9] text-immich-dark-gray hover:text-black',
    primary:
      'bg-immich-primary dark:bg-immich-dark-primary hover:bg-immich-primary/75 hover:dark:bg-immich-dark-primary/80 text-white dark:text-immich-dark-gray',
+    blue: 'bg-blue-700',
+    red: 'bg-red-700',
+    green: 'bg-green-700',
  };

  $: colorClass = colorClasses[color];
@@ -40,7 +44,9 @@
  {type}
  style:width={buttonSize ? buttonSize + 'px' : ''}
  style:height={buttonSize ? buttonSize + 'px' : ''}
-  class="flex place-content-center place-items-center rounded-full {colorClass} p-{padding} transition-all hover:dark:text-immich-dark-gray {className} {mobileClass}"
+  class="flex place-content-center place-items-center rounded-full {colorClass} p-{padding} transition-all {disableHover
+    ? ''
+    : 'hover:dark:text-immich-dark-gray'}  {className} {mobileClass}"
  on:click
 >
  <Icon path={icon} {size} ariaLabel={title} {viewBox} color="currentColor" />
--- a/web/src/lib/components/faces-page/assign-face-side-panel.svelte
+++ b/web/src/lib/components/faces-page/assign-face-side-panel.svelte
@@ -1,23 +1,25 @@
 <script lang="ts">
  import { timeBeforeShowLoadingSpinner } from '$lib/constants';
-  import { photoViewer } from '$lib/stores/assets.store';
-  import { getAssetThumbnailUrl, getPeopleThumbnailUrl } from '$lib/utils';
-  import { getPersonNameWithHiddenValue } from '$lib/utils/person';
-  import { AssetTypeEnum, ThumbnailFormat, type AssetFaceResponseDto, type PersonResponseDto } from '@immich/sdk';
-  import { mdiArrowLeftThin, mdiClose, mdiMagnify, mdiPlus } from '@mdi/js';
-  import { createEventDispatcher } from 'svelte';
+  import { getPeopleThumbnailUrl } from '$lib/utils';
+  import { getPersonNameWithHiddenValue, zoomImageToBase64 } from '$lib/utils/person';
+  import { AssetTypeEnum, type AssetFaceResponseDto, type PersonResponseDto } from '@immich/sdk';
+  import { mdiAccountOff, mdiArrowLeftThin, mdiClose, mdiMagnify, mdiPlus } from '@mdi/js';
  import { linear } from 'svelte/easing';
  import { fly } from 'svelte/transition';
-  import ImageThumbnail from '../assets/thumbnail/image-thumbnail.svelte';
-  import LoadingSpinner from '../shared-components/loading-spinner.svelte';
  import SearchPeople from '$lib/components/faces-page/people-search.svelte';
  import CircleIconButton from '$lib/components/elements/buttons/circle-icon-button.svelte';
+  import LoadingSpinner from '$lib/components/shared-components/loading-spinner.svelte';
+  import ImageThumbnail from '$lib/components/assets/thumbnail/image-thumbnail.svelte';
+  import Icon from '$lib/components/elements/icon.svelte';

-  export let peopleWithFaces: AssetFaceResponseDto[];
+  export let editedFace: AssetFaceResponseDto;
  export let allPeople: PersonResponseDto[];
-  export let editedPerson: PersonResponseDto;
  export let assetType: AssetTypeEnum;
  export let assetId: string;
+  export let editedPerson: PersonResponseDto | undefined = undefined;
+  export let onClose = () => {};
+  export let onCreatePerson: (featurePhoto: string | null) => void;
+  export let onReassign: (person: PersonResponseDto) => void;

  // loading spinners
  let isShowLoadingNewPerson = false;
@@ -30,85 +32,20 @@

  $: showPeople = searchName ? searchedPeople : allPeople.filter((person) => !person.isHidden);

-  const dispatch = createEventDispatcher<{
-    close: void;
-    createPerson: string | null;
-    reassign: PersonResponseDto;
-  }>();
  const handleBackButton = () => {
-    dispatch('close');
-  };
-  const zoomImageToBase64 = async (face: AssetFaceResponseDto): Promise<string | null> => {
-    let image: HTMLImageElement | null = null;
-    if (assetType === AssetTypeEnum.Image) {
-      image = $photoViewer;
-    } else if (assetType === AssetTypeEnum.Video) {
-      const data = getAssetThumbnailUrl(assetId, ThumbnailFormat.Webp);
-      const img: HTMLImageElement = new Image();
-      img.src = data;
-
-      await new Promise<void>((resolve) => {
-        img.addEventListener('load', () => resolve());
-        img.addEventListener('error', () => resolve());
-      });
-
-      image = img;
-    }
-    if (image === null) {
-      return null;
-    }
-    const {
-      boundingBoxX1: x1,
-      boundingBoxX2: x2,
-      boundingBoxY1: y1,
-      boundingBoxY2: y2,
-      imageWidth,
-      imageHeight,
-    } = face;
-
-    const coordinates = {
-      x1: (image.naturalWidth / imageWidth) * x1,
-      x2: (image.naturalWidth / imageWidth) * x2,
-      y1: (image.naturalHeight / imageHeight) * y1,
-      y2: (image.naturalHeight / imageHeight) * y2,
-    };
-
-    const faceWidth = coordinates.x2 - coordinates.x1;
-    const faceHeight = coordinates.y2 - coordinates.y1;
-
-    const faceImage = new Image();
-    faceImage.src = image.src;
-
-    await new Promise((resolve) => {
-      faceImage.addEventListener('load', resolve);
-      faceImage.addEventListener('error', () => resolve(null));
-    });
-
-    const canvas = document.createElement('canvas');
-    canvas.width = faceWidth;
-    canvas.height = faceHeight;
-
-    const context = canvas.getContext('2d');
-    if (context) {
-      context.drawImage(faceImage, coordinates.x1, coordinates.y1, faceWidth, faceHeight, 0, 0, faceWidth, faceHeight);
-
-      return canvas.toDataURL();
-    } else {
-      return null;
-    }
+    onClose();
  };

  const handleCreatePerson = async () => {
    const timeout = setTimeout(() => (isShowLoadingNewPerson = true), timeBeforeShowLoadingSpinner);
-    const personToUpdate = peopleWithFaces.find((face) => face.person?.id === editedPerson.id);

-    const newFeaturePhoto = personToUpdate ? await zoomImageToBase64(personToUpdate) : null;
+    const newFeaturePhoto = await zoomImageToBase64(editedFace, assetType, assetId);

-    dispatch('createPerson', newFeaturePhoto);
+    onCreatePerson(newFeaturePhoto);

    clearTimeout(timeout);
    isShowLoadingNewPerson = false;
-    dispatch('createPerson', newFeaturePhoto);
+    onCreatePerson(newFeaturePhoto);
  };
 </script>

@@ -157,33 +94,42 @@
    {/if}
  </div>
  <div class="px-4 py-4 text-sm">
-    <h2 class="mb-8 mt-4 uppercase">All people</h2>
-    <div class="immich-scrollbar mt-4 flex flex-wrap gap-2 overflow-y-auto">
-      {#each showPeople as person (person.id)}
-        {#if person.id !== editedPerson.id}
-          <div class="w-fit">
-            <button class="w-[90px]" on:click={() => dispatch('reassign', person)}>
-              <div class="relative">
-                <ImageThumbnail
-                  curve
-                  shadow
-                  url={getPeopleThumbnailUrl(person.id)}
-                  altText={getPersonNameWithHiddenValue(person.name, person.isHidden)}
-                  title={getPersonNameWithHiddenValue(person.name, person.isHidden)}
-                  widthStyle="90px"
-                  heightStyle="90px"
-                  thumbhash={null}
-                  hidden={person.isHidden}
-                />
-              </div>
+    {#if showPeople.length > 0}
+      <h2 class="mb-8 mt-4 uppercase">All people</h2>
+      <div class="immich-scrollbar mt-4 flex flex-wrap gap-2 overflow-y-auto">
+        {#each showPeople as person (person.id)}
+          {#if person.id !== editedPerson?.id}
+            <div class="w-fit">
+              <button class="w-[90px]" on:click={() => onReassign(person)}>
+                <div class="relative">
+                  <ImageThumbnail
+                    curve
+                    shadow
+                    url={getPeopleThumbnailUrl(person.id)}
+                    altText={getPersonNameWithHiddenValue(person.name, person.isHidden)}
+                    title={getPersonNameWithHiddenValue(person.name, person.isHidden)}
+                    widthStyle="90px"
+                    heightStyle="90px"
+                    thumbhash={null}
+                    hidden={person.isHidden}
+                  />
+                </div>

-              <p class="mt-1 truncate font-medium" title={getPersonNameWithHiddenValue(person.name, person.isHidden)}>
-                {person.name}
-              </p>
-            </button>
-          </div>
-        {/if}
-      {/each}
-    </div>
+                <p class="mt-1 truncate font-medium" title={getPersonNameWithHiddenValue(person.name, person.isHidden)}>
+                  {person.name}
+                </p>
+              </button>
+            </div>
+          {/if}
+        {/each}
+      </div>
+    {:else}
+      <div class="flex items-center justify-center">
+        <div class="grid place-items-center">
+          <Icon path={mdiAccountOff} size="3.5em" />
+          <p class="mt-5 font-medium">No faces found</p>
+        </div>
+      </div>
+    {/if}
  </div>
 </section>
--- a/web/src/lib/components/faces-page/person-side-panel.svelte
+++ b/web/src/lib/components/faces-page/person-side-panel.svelte
@@ -5,38 +5,51 @@
  import { websocketEvents } from '$lib/stores/websocket';
  import { getPeopleThumbnailUrl, handlePromiseError } from '$lib/utils';
  import { handleError } from '$lib/utils/handle-error';
-  import { getPersonNameWithHiddenValue } from '$lib/utils/person';
+  import { getPersonNameWithHiddenValue, zoomImageToBase64 } from '$lib/utils/person';
  import {
    AssetTypeEnum,
    createPerson,
    getAllPeople,
    getFaces,
    reassignFacesById,
+    unassignFace,
    type AssetFaceResponseDto,
    type PersonResponseDto,
  } from '@immich/sdk';
-  import { mdiArrowLeftThin, mdiMinus, mdiRestart } from '@mdi/js';
-  import { createEventDispatcher, onMount } from 'svelte';
+  import { mdiAccountOff, mdiArrowLeftThin, mdiClose, mdiFaceMan, mdiMinus, mdiRestart } from '@mdi/js';
+  import { onMount } from 'svelte';
  import { linear } from 'svelte/easing';
  import { fly } from 'svelte/transition';
-  import ImageThumbnail from '../assets/thumbnail/image-thumbnail.svelte';
-  import { NotificationType, notificationController } from '../shared-components/notification/notification';
-  import AssignFaceSidePanel from './assign-face-side-panel.svelte';
  import CircleIconButton from '$lib/components/elements/buttons/circle-icon-button.svelte';
+  import type { FaceWithGeneretedThumbnail } from '$lib/utils/people-utils';
+  import {
+    NotificationType,
+    notificationController,
+  } from '$lib/components/shared-components/notification/notification';
+  import ImageThumbnail from '$lib/components/assets/thumbnail/image-thumbnail.svelte';
+  import AssignFaceSidePanel from '$lib/components/faces-page/assign-face-side-panel.svelte';
+  import UnassignedFacesSidePanel from '$lib/components/faces-page/unassigned-faces-side-panel.svelte';
+  import Icon from '$lib/components/elements/icon.svelte';

  export let assetId: string;
  export let assetType: AssetTypeEnum;
+  export let onClose = () => {};
+  export let onRefresh = () => {};

  // keep track of the changes
  let peopleToCreate: string[] = [];
  let assetFaceGenerated: string[] = [];

  // faces
+  let allFaces: AssetFaceResponseDto[] = [];
  let peopleWithFaces: AssetFaceResponseDto[] = [];
  let selectedPersonToReassign: Record<string, PersonResponseDto> = {};
  let selectedPersonToCreate: Record<string, string> = {};
+  let selectedPersonToAdd: Record<string, FaceWithGeneretedThumbnail> = {};
+  let selectedFaceToRemove: Record<string, AssetFaceResponseDto> = {};
  let editedPerson: PersonResponseDto;
  let editedFace: AssetFaceResponseDto;
+  let unassignedFaces: FaceWithGeneretedThumbnail[] = [];

  // loading spinners
  let isShowLoadingDone = false;
@@ -44,6 +57,7 @@

  // search people
  let showSelectedFaces = false;
+  let showUnassignedFaces = false;
  let allPeople: PersonResponseDto[] = [];

  // timers
@@ -52,17 +66,26 @@

  const thumbnailWidth = '90px';

-  const dispatch = createEventDispatcher<{
-    close: void;
-    refresh: void;
-  }>();
+  const generatePeopleWithoutFaces = async () => {
+    const peopleWithGeneratedImage = await Promise.all(
+      allFaces.map(async (personWithFace) => {
+        if (personWithFace.person === null) {
+          const image = await zoomImageToBase64(personWithFace, assetType, assetId);
+          return { ...personWithFace, customThumbnail: image };
+        }
+      }),
+    );
+    unassignedFaces = peopleWithGeneratedImage.filter((item): item is FaceWithGeneretedThumbnail => item !== undefined);
+  };

  async function loadPeople() {
    const timeout = setTimeout(() => (isShowLoadingPeople = true), timeBeforeShowLoadingSpinner);
    try {
      const { people } = await getAllPeople({ withHidden: true });
      allPeople = people;
-      peopleWithFaces = await getFaces({ id: assetId });
+      allFaces = await getFaces({ id: assetId });
+      peopleWithFaces = allFaces.filter((face) => face.person);
+      await generatePeopleWithoutFaces();
    } catch (error) {
      handleError(error, "Can't get faces");
    } finally {
@@ -73,15 +96,10 @@

  const onPersonThumbnail = (personId: string) => {
    assetFaceGenerated.push(personId);
-    if (
-      isEqual(assetFaceGenerated, peopleToCreate) &&
-      loaderLoadingDoneTimeout &&
-      automaticRefreshTimeout &&
-      Object.keys(selectedPersonToCreate).length === peopleToCreate.length
-    ) {
+    if (isEqual(assetFaceGenerated, peopleToCreate) && loaderLoadingDoneTimeout && automaticRefreshTimeout) {
      clearTimeout(loaderLoadingDoneTimeout);
      clearTimeout(automaticRefreshTimeout);
-      dispatch('refresh');
+      onRefresh();
    }
  };

@@ -94,10 +112,6 @@
    return b.every((valueB) => a.includes(valueB));
  };

-  const handleBackButton = () => {
-    dispatch('close');
-  };
-
  const handleReset = (id: string) => {
    if (selectedPersonToReassign[id]) {
      delete selectedPersonToReassign[id];
@@ -113,9 +127,22 @@
    }
  };

+  const handleRemoveFace = (face: AssetFaceResponseDto) => {
+    selectedFaceToRemove[face.id] = face;
+  };
+
+  const handleAbortRemove = (id: string) => {
+    delete selectedFaceToRemove[id];
+    selectedFaceToRemove = selectedFaceToRemove;
+  };
+
  const handleEditFaces = async () => {
    loaderLoadingDoneTimeout = setTimeout(() => (isShowLoadingDone = true), timeBeforeShowLoadingSpinner);
-    const numberOfChanges = Object.keys(selectedPersonToCreate).length + Object.keys(selectedPersonToReassign).length;
+    const numberOfChanges =
+      Object.keys(selectedPersonToCreate).length +
+      Object.keys(selectedPersonToReassign).length +
+      Object.keys(selectedFaceToRemove).length +
+      Object.keys(selectedPersonToAdd).length;

    if (numberOfChanges > 0) {
      try {
@@ -137,6 +164,28 @@
          }
        }

+        for (const [id, face] of Object.entries(selectedPersonToAdd)) {
+          if (face.person) {
+            await reassignFacesById({
+              id: face.person.id,
+              faceDto: { id },
+            });
+          } else {
+            const data = await createPerson({ personCreateDto: {} });
+            peopleToCreate.push(data.id);
+            await reassignFacesById({
+              id: data.id,
+              faceDto: { id },
+            });
+          }
+        }
+
+        for (const [id, _] of Object.entries(selectedFaceToRemove)) {
+          await unassignFace({
+            id,
+          });
+        }
+
        notificationController.show({
          message: `Edited ${numberOfChanges} ${numberOfChanges > 1 ? 'people' : 'person'}`,
          type: NotificationType.Info,
@@ -149,9 +198,9 @@
    isShowLoadingDone = false;
    if (peopleToCreate.length === 0) {
      clearTimeout(loaderLoadingDoneTimeout);
-      dispatch('refresh');
+      onRefresh();
    } else {
-      automaticRefreshTimeout = setTimeout(() => dispatch('refresh'), 15_000);
+      automaticRefreshTimeout = setTimeout(() => onRefresh(), 15_000);
    }
  };

@@ -176,6 +225,27 @@
      showSelectedFaces = true;
    }
  };
+  const handleCreateOrReassignFaceFromUnassignedFace = (face: FaceWithGeneretedThumbnail) => {
+    selectedPersonToAdd[face.id] = face;
+    selectedPersonToAdd = selectedPersonToAdd;
+    showUnassignedFaces = false;
+  };
+
+  const handleOpenAvailableFaces = () => {
+    showUnassignedFaces = !showUnassignedFaces;
+  };
+  const handleRemoveAddedFace = (face: FaceWithGeneretedThumbnail) => {
+    $boundingBoxesArray = [];
+    delete selectedPersonToAdd[face.id];
+
+    // trigger reactivity
+    selectedPersonToAdd = selectedPersonToAdd;
+  };
+  const handleRemoveAllFaces = () => {
+    for (const face of peopleWithFaces) {
+      selectedFaceToRemove[face.id] = face;
+    }
+  };
 </script>

 <section
@@ -184,129 +254,249 @@
 >
  <div class="flex place-items-center justify-between gap-2">
    <div class="flex items-center gap-2">
-      <CircleIconButton icon={mdiArrowLeftThin} title="Back" on:click={handleBackButton} />
+      <CircleIconButton icon={mdiArrowLeftThin} title="Back" on:click={onClose} />
      <p class="flex text-lg text-immich-fg dark:text-immich-dark-fg">Edit faces</p>
    </div>
    {#if !isShowLoadingDone}
-      <button
-        class="justify-self-end rounded-lg p-2 hover:bg-immich-dark-primary hover:dark:bg-immich-dark-primary/50"
-        on:click={() => handleEditFaces()}
-      >
-        Done
-      </button>
+      <div class="flex gap-2">
+        {#if peopleWithFaces.length > Object.keys(selectedFaceToRemove).length}
+          <button
+            class="justify-self-end rounded-lg p-2 hover:bg-immich-dark-primary hover:dark:bg-immich-dark-primary/50"
+            on:click={handleRemoveAllFaces}
+            title="Remove all faces"
+          >
+            <div>
+              <Icon path={mdiClose} />
+            </div>
+          </button>
+        {/if}
+        {#if (unassignedFaces.length > 0 && unassignedFaces.length > Object.keys(selectedPersonToAdd).length) || Object.keys(selectedFaceToRemove).length > 0}
+          <button
+            class="justify-self-end rounded-lg p-2 hover:bg-immich-dark-primary hover:dark:bg-immich-dark-primary/50"
+            on:click={handleOpenAvailableFaces}
+            title="Faces available"
+          >
+            <div>
+              <Icon path={mdiFaceMan} />
+            </div>
+          </button>
+        {/if}
+        <button
+          class="justify-self-end rounded-lg p-2 hover:bg-immich-dark-primary hover:dark:bg-immich-dark-primary/50"
+          on:click={() => handleEditFaces()}
+        >
+          Done
+        </button>
+      </div>
    {:else}
      <LoadingSpinner />
    {/if}
  </div>
-
-  <div class="px-4 py-4 text-sm">
-    <div class="mt-4 flex flex-wrap gap-2">
-      {#if isShowLoadingPeople}
-        <div class="flex w-full justify-center">
-          <LoadingSpinner />
-        </div>
-      {:else}
-        {#each peopleWithFaces as face, index}
-          {#if face.person}
-            <div class="relative z-[20001] h-[115px] w-[95px]">
-              <div
-                role="button"
-                tabindex={index}
-                class="absolute left-0 top-0 h-[90px] w-[90px] cursor-default"
-                on:focus={() => ($boundingBoxesArray = [peopleWithFaces[index]])}
-                on:mouseover={() => ($boundingBoxesArray = [peopleWithFaces[index]])}
-                on:mouseleave={() => ($boundingBoxesArray = [])}
-              >
-                <div class="relative">
-                  {#if selectedPersonToCreate[face.id]}
-                    <ImageThumbnail
-                      curve
-                      shadow
-                      url={selectedPersonToCreate[face.id]}
-                      altText={selectedPersonToCreate[face.id]}
-                      title={'New person'}
-                      widthStyle={thumbnailWidth}
-                      heightStyle={thumbnailWidth}
-                    />
-                  {:else if selectedPersonToReassign[face.id]}
-                    <ImageThumbnail
-                      curve
-                      shadow
-                      url={getPeopleThumbnailUrl(selectedPersonToReassign[face.id].id)}
-                      altText={selectedPersonToReassign[face.id]?.name || selectedPersonToReassign[face.id].id}
-                      title={getPersonNameWithHiddenValue(
-                        selectedPersonToReassign[face.id].name,
-                        face.person?.isHidden,
-                      )}
-                      widthStyle={thumbnailWidth}
-                      heightStyle={thumbnailWidth}
-                      hidden={selectedPersonToReassign[face.id].isHidden}
-                    />
-                  {:else}
-                    <ImageThumbnail
-                      curve
-                      shadow
-                      url={getPeopleThumbnailUrl(face.person.id)}
-                      altText={face.person.name || face.person.id}
-                      title={getPersonNameWithHiddenValue(face.person.name, face.person.isHidden)}
-                      widthStyle={thumbnailWidth}
-                      heightStyle={thumbnailWidth}
-                      hidden={face.person.isHidden}
-                    />
-                  {/if}
-                </div>
-
-                {#if !selectedPersonToCreate[face.id]}
-                  <p class="relative mt-1 truncate font-medium" title={face.person?.name}>
-                    {#if selectedPersonToReassign[face.id]?.id}
-                      {selectedPersonToReassign[face.id]?.name}
+  {#if peopleWithFaces.length > 0}
+    <div class="px-4 py-4 text-sm">
+      <div class="mt-4 flex flex-wrap gap-2">
+        {#if isShowLoadingPeople}
+          <div class="flex w-full justify-center">
+            <LoadingSpinner />
+          </div>
+        {:else}
+          {#each peopleWithFaces as face, index}
+            {#if face.person && !selectedFaceToRemove[face.id]}
+              <div class="relative z-[20001] h-[115px] w-[95px]">
+                <div
+                  role="button"
+                  tabindex={index}
+                  class="absolute left-0 top-0 h-[90px] w-[90px] cursor-default"
+                  on:focus={() => ($boundingBoxesArray = [peopleWithFaces[index]])}
+                  on:mouseover={() => ($boundingBoxesArray = [peopleWithFaces[index]])}
+                  on:mouseleave={() => ($boundingBoxesArray = [])}
+                >
+                  <div class="relative">
+                    {#if selectedPersonToCreate[face.id]}
+                      <ImageThumbnail
+                        curve
+                        shadow
+                        url={selectedPersonToCreate[face.id]}
+                        altText={selectedPersonToCreate[face.id]}
+                        title={'New person'}
+                        widthStyle={thumbnailWidth}
+                        heightStyle={thumbnailWidth}
+                      />
+                    {:else if selectedPersonToReassign[face.id]}
+                      <ImageThumbnail
+                        curve
+                        shadow
+                        url={getPeopleThumbnailUrl(selectedPersonToReassign[face.id].id)}
+                        altText={selectedPersonToReassign[face.id]?.name || selectedPersonToReassign[face.id].id}
+                        title={getPersonNameWithHiddenValue(
+                          selectedPersonToReassign[face.id].name,
+                          face.person?.isHidden,
+                        )}
+                        widthStyle={thumbnailWidth}
+                        heightStyle={thumbnailWidth}
+                        hidden={selectedPersonToReassign[face.id].isHidden}
+                      />
                    {:else}
-                      {face.person?.name}
+                      <ImageThumbnail
+                        curve
+                        shadow
+                        url={getPeopleThumbnailUrl(face.person.id)}
+                        altText={face.person.name || face.person.id}
+                        title={getPersonNameWithHiddenValue(face.person.name, face.person.isHidden)}
+                        widthStyle={thumbnailWidth}
+                        heightStyle={thumbnailWidth}
+                        hidden={face.person.isHidden}
+                      />
                    {/if}
-                  </p>
-                {/if}
+                  </div>

-                <div class="absolute -right-[5px] -top-[5px] h-[20px] w-[20px] rounded-full">
-                  {#if selectedPersonToCreate[face.id] || selectedPersonToReassign[face.id]}
-                    <CircleIconButton
-                      color="primary"
-                      icon={mdiRestart}
-                      title="Reset"
-                      size="18"
-                      padding="1"
-                      class="absolute left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%] transform"
-                      on:click={() => handleReset(face.id)}
-                    />
-                  {:else}
-                    <CircleIconButton
-                      color="primary"
-                      icon={mdiMinus}
-                      title="Select new face"
-                      size="18"
-                      padding="1"
-                      class="absolute left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%] transform"
-                      on:click={() => handleFacePicker(face)}
-                    />
+                  {#if !selectedPersonToCreate[face.id]}
+                    <p class="relative mt-1 truncate font-medium" title={face.person?.name}>
+                      {#if selectedPersonToReassign[face.id]?.id}
+                        {selectedPersonToReassign[face.id]?.name}
+                      {:else}
+                        {face.person?.name}
+                      {/if}
+                    </p>
                  {/if}
+                  {#if !selectedPersonToCreate[face.id] && !selectedPersonToReassign[face.id]}
+                    <div class="absolute -left-[8px] -bottom-[8px] h-[20px] w-[20px]">
+                      <CircleIconButton
+                        color="red"
+                        icon={mdiClose}
+                        title="Reset"
+                        size="20"
+                        buttonSize="20"
+                        padding="[1px]"
+                        disableHover
+                        class="absolute  left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%]"
+                        on:click={() => handleRemoveFace(face)}
+                      />
+                    </div>
+                  {/if}
+                  <div class="absolute -right-[8px] -top-[8px] h-[20px] w-[20px]">
+                    {#if selectedPersonToCreate[face.id] || selectedPersonToReassign[face.id]}
+                      <CircleIconButton
+                        color="blue"
+                        icon={mdiRestart}
+                        title="Reset"
+                        size="20"
+                        buttonSize="20"
+                        padding="[1px]"
+                        disableHover
+                        class="absolute  left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%]"
+                        on:click={() => handleReset(face.id)}
+                      />
+                    {:else}
+                      <CircleIconButton
+                        color="blue"
+                        icon={mdiMinus}
+                        title="Select new face"
+                        size="20"
+                        buttonSize="20"
+                        disableHover
+                        padding="[1px]"
+                        class="absolute left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%] transform"
+                        on:click={() => handleFacePicker(face)}
+                      />
+                    {/if}
+                  </div>
                </div>
              </div>
-            </div>
-          {/if}
-        {/each}
-      {/if}
+            {/if}
+          {/each}
+        {/if}
+      </div>
    </div>
+  {:else}
+    <div class="flex items-center justify-center">
+      <div class="grid place-items-center">
+        <Icon path={mdiAccountOff} size="3.5em" />
+        <p class="mt-5 font-medium">No visible faces</p>
+      </div>
+    </div>
+  {/if}
+  <div class="px-4 py-4 text-sm">
+    {#if Object.keys(selectedPersonToAdd).length > 0}
+      <div class="mt-8">
+        <p>Faces to add</p>
+        <div class="mt-4 flex flex-wrap gap-2">
+          {#each Object.entries(selectedPersonToAdd) as [_, face], index}
+            {#if face}
+              <div class="relative z-[20001] h-[115px] w-[95px]">
+                <div
+                  role="button"
+                  tabindex={index}
+                  class="absolute left-0 top-0 h-[90px] w-[90px] cursor-default"
+                  on:focus={() => ($boundingBoxesArray = [face])}
+                  on:mouseover={() => ($boundingBoxesArray = [face])}
+                  on:mouseleave={() => ($boundingBoxesArray = [])}
+                >
+                  <div class="relative">
+                    <ImageThumbnail
+                      curve
+                      shadow
+                      url={face.person ? getPeopleThumbnailUrl(face.person.id) : face.customThumbnail}
+                      altText={'New person'}
+                      title={'New person'}
+                      widthStyle="90px"
+                      heightStyle="90px"
+                      thumbhash={null}
+                    />
+                  </div>
+                  {#if face.person?.name}
+                    <p class="relative mt-1 truncate font-medium" title={face.person?.name}>
+                      {face.person?.name}
+                    </p>{/if}
+
+                  <div class="absolute -right-[8px] -top-[8px] h-[20px] w-[20px]">
+                    <CircleIconButton
+                      color="red"
+                      icon={mdiMinus}
+                      title="Reset"
+                      size="20"
+                      buttonSize="20"
+                      padding="[1px]"
+                      disableHover
+                      class="absolute  left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%]"
+                      on:click={() => handleRemoveAddedFace(face)}
+                    />
+                  </div>
+                </div>
+              </div>
+            {/if}
+          {/each}
+        </div>
+      </div>
+    {/if}
  </div>
 </section>

 {#if showSelectedFaces}
  <AssignFaceSidePanel
-    {peopleWithFaces}
+    {editedFace}
    {allPeople}
    {editedPerson}
    {assetType}
    {assetId}
-    on:close={() => (showSelectedFaces = false)}
-    on:createPerson={(event) => handleCreatePerson(event.detail)}
-    on:reassign={(event) => handleReassignFace(event.detail)}
+    onClose={() => (showSelectedFaces = false)}
+    onCreatePerson={handleCreatePerson}
+    onReassign={handleReassignFace}
+  />
+{/if}
+
+{#if showUnassignedFaces}
+  <UnassignedFacesSidePanel
+    {assetType}
+    {assetId}
+    {allPeople}
+    {unassignedFaces}
+    {selectedPersonToAdd}
+    {selectedFaceToRemove}
+    onResetFacesToBeRemoved={() => (selectedFaceToRemove = selectedFaceToRemove)}
+    onClose={() => (showUnassignedFaces = false)}
+    onCreatePerson={handleCreateOrReassignFaceFromUnassignedFace}
+    onReassign={handleCreateOrReassignFaceFromUnassignedFace}
+    onAbortRemove={handleAbortRemove}
  />
 {/if}
--- a/web/src/lib/components/faces-page/unassigned-faces-side-panel.svelte
+++ b/web/src/lib/components/faces-page/unassigned-faces-side-panel.svelte
@@ -0,0 +1,204 @@
+<script lang="ts">
+  import { fly } from 'svelte/transition';
+  import { linear } from 'svelte/easing';
+  import { mdiAccountOff, mdiArrowLeftThin, mdiClose, mdiMinus } from '@mdi/js';
+  import type { FaceWithGeneretedThumbnail } from '$lib/utils/people-utils';
+  import { boundingBoxesArray } from '$lib/stores/people.store';
+  import type { AssetFaceResponseDto, AssetTypeEnum, PersonResponseDto } from '@immich/sdk';
+  import ImageThumbnail from '$lib/components/assets/thumbnail/image-thumbnail.svelte';
+  import AssignFaceSidePanel from '$lib/components/faces-page/assign-face-side-panel.svelte';
+  import Icon from '$lib/components/elements/icon.svelte';
+  import { getPeopleThumbnailUrl } from '$lib/utils';
+  import CircleIconButton from '$lib/components/elements/buttons/circle-icon-button.svelte';
+
+  export let unassignedFaces: FaceWithGeneretedThumbnail[];
+  export let allPeople: PersonResponseDto[];
+  export let selectedPersonToAdd: Record<string, FaceWithGeneretedThumbnail>;
+  export let selectedFaceToRemove: Record<string, AssetFaceResponseDto>;
+  export let assetType: AssetTypeEnum;
+  export let assetId: string;
+  export let onResetFacesToBeRemoved = () => {};
+  export let onClose = () => {};
+  export let onCreatePerson: (face: FaceWithGeneretedThumbnail) => void;
+  export let onReassign: (face: FaceWithGeneretedThumbnail) => void;
+  export let onAbortRemove: (id: string) => void;
+
+  let showSeletecFaces = false;
+  let editedFace: FaceWithGeneretedThumbnail;
+
+  const handleSelectedFace = (face: FaceWithGeneretedThumbnail) => {
+    editedFace = face;
+    showSeletecFaces = true;
+  };
+
+  const handleCreatePerson = (newFeaturePhoto: string | null) => {
+    showSeletecFaces = false;
+    if (newFeaturePhoto) {
+      editedFace.customThumbnail = newFeaturePhoto;
+      onCreatePerson(editedFace);
+    } else {
+      onClose();
+    }
+  };
+
+  const handleReassignFace = (person: PersonResponseDto | null) => {
+    if (person) {
+      showSeletecFaces = false;
+      editedFace.person = person;
+      onReassign(editedFace);
+    } else {
+      onClose();
+    }
+  };
+
+  const handleAbortRemove = (id: string) => {
+    delete selectedFaceToRemove[id];
+    selectedFaceToRemove = selectedFaceToRemove;
+    onAbortRemove(id);
+  };
+
+  const handleRemoveAllFaces = () => {
+    for (const [id, _] of Object.entries(selectedFaceToRemove)) {
+      delete selectedFaceToRemove[id];
+    }
+
+    // trigger reactivity
+    selectedFaceToRemove = selectedFaceToRemove;
+    onResetFacesToBeRemoved();
+  };
+</script>
+
+<section
+  transition:fly={{ x: 360, duration: 100, easing: linear }}
+  class="absolute top-0 z-[2001] h-full w-[360px] overflow-x-hidden p-2 bg-immich-bg dark:bg-immich-dark-bg dark:text-immich-dark-fg"
+>
+  <div class="flex place-items-center justify-between gap-2">
+    <div class="flex items-center gap-2">
+      <button
+        class="flex place-content-center rounded-full p-3 transition-colors hover:bg-gray-200 dark:text-immich-dark-fg dark:hover:bg-gray-900"
+        on:click={onClose}
+      >
+        <div>
+          <Icon path={mdiArrowLeftThin} size="24" />
+        </div>
+      </button>
+      <p class="flex text-lg text-immich-fg dark:text-immich-dark-fg">Faces available</p>
+    </div>
+  </div>
+  {#if unassignedFaces.length > 0 && unassignedFaces.length > Object.keys(selectedPersonToAdd).length}
+    <div class="px-4 py-4 text-sm">
+      <p>Faces removed</p>
+      <div class="mt-4 flex flex-wrap gap-2">
+        {#each unassignedFaces as face, index (face.id)}
+          {#if !selectedPersonToAdd[face.id]}
+            <div class="relative z-[20001] h-[115px] w-[95px]">
+              <button
+                tabindex={index}
+                class="absolute left-0 top-0 h-[90px] w-[90px] cursor-default"
+                on:focus={() => (face ? ($boundingBoxesArray = [face]) : '')}
+                on:mouseover={() => (face ? ($boundingBoxesArray = [face]) : '')}
+                on:mouseleave={() => ($boundingBoxesArray = [])}
+              >
+                <ImageThumbnail
+                  curve
+                  shadow
+                  url={face.customThumbnail}
+                  title="Available face"
+                  altText="Available face"
+                  widthStyle="90px"
+                  heightStyle="90px"
+                  thumbhash={null}
+                />
+                <div class="absolute -right-[8px] -top-[8px] h-[20px] w-[20px]">
+                  <CircleIconButton
+                    color="blue"
+                    icon={mdiMinus}
+                    title="Reset"
+                    size="20"
+                    buttonSize="20"
+                    padding="[1px]"
+                    disableHover
+                    class="absolute  left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%]"
+                    on:click={() => handleSelectedFace(face)}
+                  />
+                </div>
+              </button>
+            </div>
+          {/if}
+        {/each}
+      </div>
+    </div>
+  {:else}
+    <div class="flex items-center justify-center">
+      <div class="grid place-items-center">
+        <Icon path={mdiAccountOff} size="3.5em" />
+        <p class="mt-5 font-medium">No faces removed</p>
+      </div>
+    </div>
+  {/if}
+  {#if Object.keys(selectedFaceToRemove).length > 0}
+    <div class="px-4 py-4 text-sm">
+      <div class="flex items-center justify-between">
+        <p>Faces to be removed</p>
+        <button
+          class="justify-self-end rounded-lg p-2 hover:bg-immich-dark-primary hover:dark:bg-immich-dark-primary/50"
+          on:click={handleRemoveAllFaces}
+          title="Reset"
+        >
+          <div>
+            <Icon path={mdiClose} />
+          </div>
+        </button>
+      </div>
+      <div class="mt-4 flex flex-wrap gap-2">
+        {#each Object.entries(selectedFaceToRemove) as [id, face], index}
+          <div class="relative z-[20001] h-[115px] w-[95px]">
+            <button
+              tabindex={index}
+              class="absolute left-0 top-0 h-[90px] w-[90px] cursor-default"
+              on:focus={() => (face ? ($boundingBoxesArray = [face]) : '')}
+              on:mouseover={() => (face ? ($boundingBoxesArray = [face]) : '')}
+              on:mouseleave={() => ($boundingBoxesArray = [])}
+            >
+              <ImageThumbnail
+                curve
+                shadow
+                url={face.person ? getPeopleThumbnailUrl(face.person?.id) : ''}
+                title="Available face"
+                altText="Available face"
+                widthStyle="90px"
+                heightStyle="90px"
+                thumbhash={null}
+              />
+              <div class="absolute -right-[8px] -top-[8px] h-[20px] w-[20px]">
+                <CircleIconButton
+                  color="blue"
+                  icon={mdiClose}
+                  title="Reset"
+                  size="20"
+                  buttonSize="20"
+                  padding="[1px]"
+                  disableHover
+                  class="absolute  left-1/2 top-1/2 translate-x-[-50%] translate-y-[-50%]"
+                  on:click={() => handleAbortRemove(id)}
+                />
+              </div>
+            </button>
+          </div>
+        {/each}
+      </div>
+    </div>
+  {/if}
+</section>
+
+{#if showSeletecFaces}
+  <AssignFaceSidePanel
+    {assetType}
+    {assetId}
+    {editedFace}
+    {allPeople}
+    onClose={() => (showSeletecFaces = false)}
+    onCreatePerson={handleCreatePerson}
+    onReassign={handleReassignFace}
+  />
+{/if}
--- a/web/src/lib/components/faces-page/unmerge-face-selector.svelte
+++ b/web/src/lib/components/faces-page/unmerge-face-selector.svelte
@@ -6,10 +6,11 @@
    createPerson,
    getAllPeople,
    reassignFaces,
+    unassignFaces,
    type AssetFaceUpdateItem,
    type PersonResponseDto,
  } from '@immich/sdk';
-  import { mdiMerge, mdiPlus } from '@mdi/js';
+  import { mdiMerge, mdiPlus, mdiTagRemove } from '@mdi/js';
  import { createEventDispatcher, onMount } from 'svelte';
  import { quintOut } from 'svelte/easing';
  import { fly } from 'svelte/transition';
@@ -28,6 +29,7 @@
  let disableButtons = false;
  let showLoadingSpinnerCreate = false;
  let showLoadingSpinnerReassign = false;
+  let showLoadingSpinnerUnassign = false;
  let hasSelection = false;
  let screenHeight: number;

@@ -111,6 +113,24 @@
    showLoadingSpinnerReassign = false;
    dispatch('confirm');
  };
+
+  const handleUnassign = async () => {
+    const timeout = setTimeout(() => (showLoadingSpinnerUnassign = true), 100);
+    try {
+      disableButtons = true;
+      await unassignFaces({ assetFaceUpdateDto: { data: selectedPeople } });
+      notificationController.show({
+        message: `Un-assigned ${assetIds.length} asset${assetIds.length > 1 ? 's' : ''}`,
+        type: NotificationType.Info,
+      });
+    } catch (error) {
+      handleError(error, 'Unable to unassign assets');
+    } finally {
+      clearTimeout(timeout);
+    }
+    showLoadingSpinnerCreate = false;
+    dispatch('confirm');
+  };
 </script>

 <svelte:window bind:innerHeight={screenHeight} />
@@ -126,6 +146,19 @@
    </svelte:fragment>
    <svelte:fragment slot="trailing">
      <div class="flex gap-4">
+        <Button
+          title={'Unassign selected assets to a new person'}
+          size={'sm'}
+          disabled={disableButtons || hasSelection}
+          on:click={handleUnassign}
+        >
+          {#if !showLoadingSpinnerUnassign}
+            <Icon path={mdiTagRemove} size={18} />
+          {:else}
+            <LoadingSpinner />
+          {/if}
+          <span class="ml-2"> Unassign</span></Button
+        >
        <Button
          title={'Assign selected assets to a new person'}
          size={'sm'}
--- a/web/src/lib/utils/people-utils.ts
+++ b/web/src/lib/utils/people-utils.ts
@@ -1,4 +1,5 @@
 import type { Faces } from '$lib/stores/people.store';
+import type { AssetFaceResponseDto } from '@immich/sdk';
 import type { ZoomImageWheelState } from '@zoom-image/core';

 const getContainedSize = (img: HTMLImageElement): { width: number; height: number } => {
@@ -19,6 +20,10 @@ export interface boundingBox {
  height: number;
 }

+export interface FaceWithGeneretedThumbnail extends AssetFaceResponseDto {
+  customThumbnail: string;
+}
+
 export const getBoundingBox = (
  faces: Faces[],
  zoom: ZoomImageWheelState,
--- a/web/src/lib/utils/person.ts
+++ b/web/src/lib/utils/person.ts
@@ -1,4 +1,7 @@
-import type { PersonResponseDto } from '@immich/sdk';
+import { photoViewer } from '$lib/stores/assets.store';
+import { getAssetThumbnailUrl } from '$lib/utils';
+import { AssetTypeEnum, ThumbnailFormat, type AssetFaceResponseDto, type PersonResponseDto } from '@immich/sdk';
+import { get } from 'svelte/store';

 export const searchNameLocal = (
  name: string,
@@ -28,3 +31,60 @@ export const searchNameLocal = (
 export const getPersonNameWithHiddenValue = (name: string, isHidden: boolean) => {
  return `${name ? name + (isHidden ? ' ' : '') : ''}${isHidden ? '(hidden)' : ''}`;
 };
+
+export const zoomImageToBase64 = async (
+  face: AssetFaceResponseDto,
+  assetType: AssetTypeEnum,
+  assetId: string,
+): Promise<string | null> => {
+  let image: HTMLImageElement | null = null;
+  if (assetType === AssetTypeEnum.Image) {
+    image = get(photoViewer);
+  } else if (assetType === AssetTypeEnum.Video) {
+    const data = getAssetThumbnailUrl(assetId, ThumbnailFormat.Webp);
+    const img: HTMLImageElement = new Image();
+    img.src = data;
+
+    await new Promise<void>((resolve) => {
+      img.addEventListener('load', () => resolve());
+      img.addEventListener('error', () => resolve());
+    });
+
+    image = img;
+  }
+  if (image === null) {
+    return null;
+  }
+  const { boundingBoxX1: x1, boundingBoxX2: x2, boundingBoxY1: y1, boundingBoxY2: y2, imageWidth, imageHeight } = face;
+
+  const coordinates = {
+    x1: (image.naturalWidth / imageWidth) * x1,
+    x2: (image.naturalWidth / imageWidth) * x2,
+    y1: (image.naturalHeight / imageHeight) * y1,
+    y2: (image.naturalHeight / imageHeight) * y2,
+  };
+
+  const faceWidth = coordinates.x2 - coordinates.x1;
+  const faceHeight = coordinates.y2 - coordinates.y1;
+
+  const faceImage = new Image();
+  faceImage.src = image.src;
+
+  await new Promise((resolve) => {
+    faceImage.addEventListener('load', resolve);
+    faceImage.addEventListener('error', () => resolve(null));
+  });
+
+  const canvas = document.createElement('canvas');
+  canvas.width = faceWidth;
+  canvas.height = faceHeight;
+
+  const context = canvas.getContext('2d');
+  if (context) {
+    context.drawImage(faceImage, coordinates.x1, coordinates.y1, faceWidth, faceHeight, 0, 0, faceWidth, faceHeight);
+
+    return canvas.toDataURL();
+  } else {
+    return null;
+  }
+};
--- a/web/src/lib/utils/thumbnail-util.ts
+++ b/web/src/lib/utils/thumbnail-util.ts
@@ -45,7 +45,7 @@ export function getAltText(asset: AssetResponseDto) {
    altText += ` in ${asset.exifInfo.city}, ${asset.exifInfo.country}`;
  }

-  const names = asset.people?.filter((p) => p.name).map((p) => p.name) ?? [];
+  const names = asset.people?.faces.filter((p) => p.name).map((p) => p.name) ?? [];
  if (names.length == 1) {
    altText += ` with ${names[0]}`;
  }