diff --git a/homeassistant/components/dlib_face_detect/__init__.py b/homeassistant/components/dlib_face_detect/__init__.py
deleted file mode 100644
index 0de082595ea..00000000000
--- a/homeassistant/components/dlib_face_detect/__init__.py
+++ /dev/null
@@ -1,3 +0,0 @@
-"""The dlib_face_detect component."""
-
-DOMAIN = "dlib_face_detect"
diff --git a/homeassistant/components/dlib_face_detect/image_processing.py b/homeassistant/components/dlib_face_detect/image_processing.py
deleted file mode 100644
index 9bd78f89653..00000000000
--- a/homeassistant/components/dlib_face_detect/image_processing.py
+++ /dev/null
@@ -1,82 +0,0 @@
-"""Component that will help set the Dlib face detect processing."""
-
-from __future__ import annotations
-
-import io
-
-import face_recognition
-
-from homeassistant.components.image_processing import (
-    PLATFORM_SCHEMA as IMAGE_PROCESSING_PLATFORM_SCHEMA,
-    ImageProcessingFaceEntity,
-)
-from homeassistant.const import ATTR_LOCATION, CONF_ENTITY_ID, CONF_NAME, CONF_SOURCE
-from homeassistant.core import (
-    DOMAIN as HOMEASSISTANT_DOMAIN,
-    HomeAssistant,
-    split_entity_id,
-)
-from homeassistant.helpers.entity_platform import AddEntitiesCallback
-from homeassistant.helpers.issue_registry import IssueSeverity, create_issue
-from homeassistant.helpers.typing import ConfigType, DiscoveryInfoType
-
-from . import DOMAIN
-
-PLATFORM_SCHEMA = IMAGE_PROCESSING_PLATFORM_SCHEMA
-
-
-def setup_platform(
-    hass: HomeAssistant,
-    config: ConfigType,
-    add_entities: AddEntitiesCallback,
-    discovery_info: DiscoveryInfoType | None = None,
-) -> None:
-    """Set up the Dlib Face detection platform."""
-    create_issue(
-        hass,
-        HOMEASSISTANT_DOMAIN,
-        f"deprecated_system_packages_yaml_integration_{DOMAIN}",
-        breaks_in_ha_version="2025.12.0",
-        is_fixable=False,
-        issue_domain=DOMAIN,
-        severity=IssueSeverity.WARNING,
-        translation_key="deprecated_system_packages_yaml_integration",
-        translation_placeholders={
-            "domain": DOMAIN,
-            "integration_title": "Dlib Face Detect",
-        },
-    )
-    source: list[dict[str, str]] = config[CONF_SOURCE]
-    add_entities(
-        DlibFaceDetectEntity(camera[CONF_ENTITY_ID], camera.get(CONF_NAME))
-        for camera in source
-    )
-
-
-class DlibFaceDetectEntity(ImageProcessingFaceEntity):
-    """Dlib Face API entity for identify."""
-
-    def __init__(self, camera_entity: str, name: str | None) -> None:
-        """Initialize Dlib face entity."""
-        super().__init__()
-
-        self._attr_camera_entity = camera_entity
-
-        if name:
-            self._attr_name = name
-        else:
-            self._attr_name = f"Dlib Face {split_entity_id(camera_entity)[1]}"
-
-    def process_image(self, image: bytes) -> None:
-        """Process image."""
-
-        fak_file = io.BytesIO(image)
-        fak_file.name = "snapshot.jpg"
-        fak_file.seek(0)
-
-        image = face_recognition.load_image_file(fak_file)
-        face_locations = face_recognition.face_locations(image)
-
-        face_locations = [{ATTR_LOCATION: location} for location in face_locations]
-
-        self.process_faces(face_locations, len(face_locations))
diff --git a/homeassistant/components/dlib_face_detect/manifest.json b/homeassistant/components/dlib_face_detect/manifest.json
deleted file mode 100644
index e8476583081..00000000000
--- a/homeassistant/components/dlib_face_detect/manifest.json
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-  "domain": "dlib_face_detect",
-  "name": "Dlib Face Detect",
-  "codeowners": [],
-  "documentation": "https://www.home-assistant.io/integrations/dlib_face_detect",
-  "iot_class": "local_push",
-  "loggers": ["face_recognition"],
-  "quality_scale": "legacy",
-  "requirements": ["face-recognition==1.2.3"]
-}
diff --git a/homeassistant/components/dlib_face_identify/__init__.py b/homeassistant/components/dlib_face_identify/__init__.py
deleted file mode 100644
index 0e682d6b839..00000000000
--- a/homeassistant/components/dlib_face_identify/__init__.py
+++ /dev/null
@@ -1,4 +0,0 @@
-"""The dlib_face_identify component."""
-
-CONF_FACES = "faces"
-DOMAIN = "dlib_face_identify"
diff --git a/homeassistant/components/dlib_face_identify/image_processing.py b/homeassistant/components/dlib_face_identify/image_processing.py
deleted file mode 100644
index c7c512c16d9..00000000000
--- a/homeassistant/components/dlib_face_identify/image_processing.py
+++ /dev/null
@@ -1,127 +0,0 @@
-"""Component that will help set the Dlib face detect processing."""
-
-from __future__ import annotations
-
-import io
-import logging
-
-import face_recognition
-import voluptuous as vol
-
-from homeassistant.components.image_processing import (
-    CONF_CONFIDENCE,
-    PLATFORM_SCHEMA as IMAGE_PROCESSING_PLATFORM_SCHEMA,
-    FaceInformation,
-    ImageProcessingFaceEntity,
-)
-from homeassistant.const import ATTR_NAME, CONF_ENTITY_ID, CONF_NAME, CONF_SOURCE
-from homeassistant.core import (
-    DOMAIN as HOMEASSISTANT_DOMAIN,
-    HomeAssistant,
-    split_entity_id,
-)
-from homeassistant.helpers import config_validation as cv
-from homeassistant.helpers.entity_platform import AddEntitiesCallback
-from homeassistant.helpers.issue_registry import IssueSeverity, create_issue
-from homeassistant.helpers.typing import ConfigType, DiscoveryInfoType
-
-from . import CONF_FACES, DOMAIN
-
-_LOGGER = logging.getLogger(__name__)
-
-
-PLATFORM_SCHEMA = IMAGE_PROCESSING_PLATFORM_SCHEMA.extend(
-    {
-        vol.Required(CONF_FACES): {cv.string: cv.isfile},
-        vol.Optional(CONF_CONFIDENCE, default=0.6): vol.Coerce(float),
-    }
-)
-
-
-def setup_platform(
-    hass: HomeAssistant,
-    config: ConfigType,
-    add_entities: AddEntitiesCallback,
-    discovery_info: DiscoveryInfoType | None = None,
-) -> None:
-    """Set up the Dlib Face detection platform."""
-    create_issue(
-        hass,
-        HOMEASSISTANT_DOMAIN,
-        f"deprecated_system_packages_yaml_integration_{DOMAIN}",
-        breaks_in_ha_version="2025.12.0",
-        is_fixable=False,
-        issue_domain=DOMAIN,
-        severity=IssueSeverity.WARNING,
-        translation_key="deprecated_system_packages_yaml_integration",
-        translation_placeholders={
-            "domain": DOMAIN,
-            "integration_title": "Dlib Face Identify",
-        },
-    )
-
-    confidence: float = config[CONF_CONFIDENCE]
-    faces: dict[str, str] = config[CONF_FACES]
-    source: list[dict[str, str]] = config[CONF_SOURCE]
-    add_entities(
-        DlibFaceIdentifyEntity(
-            camera[CONF_ENTITY_ID],
-            faces,
-            camera.get(CONF_NAME),
-            confidence,
-        )
-        for camera in source
-    )
-
-
-class DlibFaceIdentifyEntity(ImageProcessingFaceEntity):
-    """Dlib Face API entity for identify."""
-
-    def __init__(
-        self,
-        camera_entity: str,
-        faces: dict[str, str],
-        name: str | None,
-        tolerance: float,
-    ) -> None:
-        """Initialize Dlib face identify entry."""
-
-        super().__init__()
-
-        self._attr_camera_entity = camera_entity
-
-        if name:
-            self._attr_name = name
-        else:
-            self._attr_name = f"Dlib Face {split_entity_id(camera_entity)[1]}"
-
-        self._faces = {}
-        for face_name, face_file in faces.items():
-            try:
-                image = face_recognition.load_image_file(face_file)
-                self._faces[face_name] = face_recognition.face_encodings(image)[0]
-            except IndexError as err:
-                _LOGGER.error("Failed to parse %s. Error: %s", face_file, err)
-
-        self._tolerance = tolerance
-
-    def process_image(self, image: bytes) -> None:
-        """Process image."""
-
-        fak_file = io.BytesIO(image)
-        fak_file.name = "snapshot.jpg"
-        fak_file.seek(0)
-
-        image = face_recognition.load_image_file(fak_file)
-        unknowns = face_recognition.face_encodings(image)
-
-        found: list[FaceInformation] = []
-        for unknown_face in unknowns:
-            for name, face in self._faces.items():
-                result = face_recognition.compare_faces(
-                    [face], unknown_face, tolerance=self._tolerance
-                )
-                if result[0]:
-                    found.append({ATTR_NAME: name})
-
-        self.process_faces(found, len(unknowns))
diff --git a/homeassistant/components/dlib_face_identify/manifest.json b/homeassistant/components/dlib_face_identify/manifest.json
deleted file mode 100644
index 2a764e4a3e8..00000000000
--- a/homeassistant/components/dlib_face_identify/manifest.json
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-  "domain": "dlib_face_identify",
-  "name": "Dlib Face Identify",
-  "codeowners": [],
-  "documentation": "https://www.home-assistant.io/integrations/dlib_face_identify",
-  "iot_class": "local_push",
-  "loggers": ["face_recognition"],
-  "quality_scale": "legacy",
-  "requirements": ["face-recognition==1.2.3"]
-}
diff --git a/homeassistant/generated/integrations.json b/homeassistant/generated/integrations.json
index f84941ef62f..26317e9136c 100644
--- a/homeassistant/generated/integrations.json
+++ b/homeassistant/generated/integrations.json
@@ -1364,18 +1364,6 @@
       "config_flow": true,
       "iot_class": "cloud_polling"
     },
-    "dlib_face_detect": {
-      "name": "Dlib Face Detect",
-      "integration_type": "hub",
-      "config_flow": false,
-      "iot_class": "local_push"
-    },
-    "dlib_face_identify": {
-      "name": "Dlib Face Identify",
-      "integration_type": "hub",
-      "config_flow": false,
-      "iot_class": "local_push"
-    },
     "dlink": {
       "name": "D-Link Wi-Fi Smart Plugs",
       "integration_type": "device",
diff --git a/requirements_all.txt b/requirements_all.txt
index 5e4f5549953..7df2afc6b2b 100644
--- a/requirements_all.txt
+++ b/requirements_all.txt
@@ -941,10 +941,6 @@ evolutionhttp==0.0.18
 # homeassistant.components.faa_delays
 faadelays==2023.9.1
 
-# homeassistant.components.dlib_face_detect
-# homeassistant.components.dlib_face_identify
-# face-recognition==1.2.3
-
 # homeassistant.components.fastdotcom
 fastdotcom==0.0.6
 
diff --git a/requirements_test_all.txt b/requirements_test_all.txt
index 2667d2d2c41..04dfc1291c3 100644
--- a/requirements_test_all.txt
+++ b/requirements_test_all.txt
@@ -820,10 +820,6 @@ evolutionhttp==0.0.18
 # homeassistant.components.faa_delays
 faadelays==2023.9.1
 
-# homeassistant.components.dlib_face_detect
-# homeassistant.components.dlib_face_identify
-# face-recognition==1.2.3
-
 # homeassistant.components.fastdotcom
 fastdotcom==0.0.6
 
diff --git a/script/gen_requirements_all.py b/script/gen_requirements_all.py
index ea88997d237..5123fef83ae 100755
--- a/script/gen_requirements_all.py
+++ b/script/gen_requirements_all.py
@@ -27,7 +27,6 @@ EXCLUDED_REQUIREMENTS_ALL = {
     "bluepy",
     "decora",
     "evdev",
-    "face-recognition",
     "pybluez",
     "pycups",
     "python-lirc",
diff --git a/script/hassfest/quality_scale.py b/script/hassfest/quality_scale.py
index 3790d2d773e..fd9c1421055 100644
--- a/script/hassfest/quality_scale.py
+++ b/script/hassfest/quality_scale.py
@@ -288,8 +288,6 @@ INTEGRATIONS_WITHOUT_QUALITY_SCALE_FILE = [
     "directv",
     "discogs",
     "discord",
-    "dlib_face_detect",
-    "dlib_face_identify",
     "dlink",
     "dlna_dmr",
     "dlna_dms",
@@ -1305,8 +1303,6 @@ INTEGRATIONS_WITHOUT_SCALE = [
     "directv",
     "discogs",
     "discord",
-    "dlib_face_detect",
-    "dlib_face_identify",
     "dlink",
     "dlna_dmr",
     "dlna_dms",
diff --git a/tests/components/dlib_face_detect/__init__.py b/tests/components/dlib_face_detect/__init__.py
deleted file mode 100644
index a732132955f..00000000000
--- a/tests/components/dlib_face_detect/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""The dlib_face_detect component."""
diff --git a/tests/components/dlib_face_detect/test_image_processing.py b/tests/components/dlib_face_detect/test_image_processing.py
deleted file mode 100644
index d108e11786a..00000000000
--- a/tests/components/dlib_face_detect/test_image_processing.py
+++ /dev/null
@@ -1,37 +0,0 @@
-"""Dlib Face Identity Image Processing Tests."""
-
-from unittest.mock import Mock, patch
-
-from homeassistant.components.dlib_face_detect import DOMAIN
-from homeassistant.components.image_processing import DOMAIN as IMAGE_PROCESSING_DOMAIN
-from homeassistant.const import CONF_ENTITY_ID, CONF_PLATFORM, CONF_SOURCE
-from homeassistant.core import DOMAIN as HOMEASSISTANT_DOMAIN, HomeAssistant
-from homeassistant.helpers import issue_registry as ir
-from homeassistant.setup import async_setup_component
-
-
-@patch.dict("sys.modules", face_recognition=Mock())
-async def test_repair_issue_is_created(
-    hass: HomeAssistant,
-    issue_registry: ir.IssueRegistry,
-) -> None:
-    """Test repair issue is created."""
-    assert await async_setup_component(
-        hass,
-        IMAGE_PROCESSING_DOMAIN,
-        {
-            IMAGE_PROCESSING_DOMAIN: [
-                {
-                    CONF_PLATFORM: DOMAIN,
-                    CONF_SOURCE: [
-                        {CONF_ENTITY_ID: "camera.test_camera"},
-                    ],
-                }
-            ],
-        },
-    )
-    await hass.async_block_till_done()
-    assert (
-        HOMEASSISTANT_DOMAIN,
-        f"deprecated_system_packages_yaml_integration_{DOMAIN}",
-    ) in issue_registry.issues
diff --git a/tests/components/dlib_face_identify/__init__.py b/tests/components/dlib_face_identify/__init__.py
deleted file mode 100644
index 79b9e4ec4bc..00000000000
--- a/tests/components/dlib_face_identify/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-"""The dlib_face_identify component."""
diff --git a/tests/components/dlib_face_identify/test_image_processing.py b/tests/components/dlib_face_identify/test_image_processing.py
deleted file mode 100644
index fbf40efe1e1..00000000000
--- a/tests/components/dlib_face_identify/test_image_processing.py
+++ /dev/null
@@ -1,38 +0,0 @@
-"""Dlib Face Identity Image Processing Tests."""
-
-from unittest.mock import Mock, patch
-
-from homeassistant.components.dlib_face_identify import CONF_FACES, DOMAIN
-from homeassistant.components.image_processing import DOMAIN as IMAGE_PROCESSING_DOMAIN
-from homeassistant.const import CONF_ENTITY_ID, CONF_PLATFORM, CONF_SOURCE
-from homeassistant.core import DOMAIN as HOMEASSISTANT_DOMAIN, HomeAssistant
-from homeassistant.helpers import issue_registry as ir
-from homeassistant.setup import async_setup_component
-
-
-@patch.dict("sys.modules", face_recognition=Mock())
-async def test_repair_issue_is_created(
-    hass: HomeAssistant,
-    issue_registry: ir.IssueRegistry,
-) -> None:
-    """Test repair issue is created."""
-    assert await async_setup_component(
-        hass,
-        IMAGE_PROCESSING_DOMAIN,
-        {
-            IMAGE_PROCESSING_DOMAIN: [
-                {
-                    CONF_PLATFORM: DOMAIN,
-                    CONF_SOURCE: [
-                        {CONF_ENTITY_ID: "camera.test_camera"},
-                    ],
-                    CONF_FACES: {"person1": __file__},
-                }
-            ],
-        },
-    )
-    await hass.async_block_till_done()
-    assert (
-        HOMEASSISTANT_DOMAIN,
-        f"deprecated_system_packages_yaml_integration_{DOMAIN}",
-    ) in issue_registry.issues