diff --git a/.coveragerc b/.coveragerc
index 41794b810f4..9656508982a 100644
--- a/.coveragerc
+++ b/.coveragerc
@@ -237,6 +237,8 @@ omit =
     homeassistant/components/foursquare.py
     homeassistant/components/hdmi_cec.py
     homeassistant/components/ifttt.py
+    homeassistant/components/image_processing/dlib_face_detect.py
+    homeassistant/components/image_processing/dlib_face_identify.py
     homeassistant/components/joaoapps_join.py
     homeassistant/components/keyboard.py
     homeassistant/components/keyboard_remote.py
diff --git a/homeassistant/components/image_processing/dlib_face_detect.py b/homeassistant/components/image_processing/dlib_face_detect.py
new file mode 100644
index 00000000000..5877535d3e0
--- /dev/null
+++ b/homeassistant/components/image_processing/dlib_face_detect.py
@@ -0,0 +1,71 @@
+"""
+Component that will help set the dlib face detect processing.
+
+For more details about this component, please refer to the documentation at
+https://home-assistant.io/components/image_processing.dlib_face_detect/
+"""
+import logging
+import io
+
+from homeassistant.core import split_entity_id
+# pylint: disable=unused-import
+from homeassistant.components.image_processing import PLATFORM_SCHEMA  # noqa
+from homeassistant.components.image_processing import (
+    CONF_SOURCE, CONF_ENTITY_ID, CONF_NAME)
+from homeassistant.components.image_processing.microsoft_face_identify import (
+    ImageProcessingFaceEntity)
+
+REQUIREMENTS = ['face_recognition==0.1.14']
+
+_LOGGER = logging.getLogger(__name__)
+
+
+def setup_platform(hass, config, add_devices, discovery_info=None):
+    """Set up the Microsoft Face detection platform."""
+    entities = []
+    for camera in config[CONF_SOURCE]:
+        entities.append(DlibFaceDetectEntity(
+            camera[CONF_ENTITY_ID], camera.get(CONF_NAME)
+        ))
+
+    add_devices(entities)
+
+
+class DlibFaceDetectEntity(ImageProcessingFaceEntity):
+    """Dlib Face API entity for identify."""
+
+    def __init__(self, camera_entity, name=None):
+        """Initialize Dlib."""
+        super().__init__()
+
+        self._camera = camera_entity
+
+        if name:
+            self._name = name
+        else:
+            self._name = "Dlib Face {0}".format(
+                split_entity_id(camera_entity)[1])
+
+    @property
+    def camera_entity(self):
+        """Return camera entity id from process pictures."""
+        return self._camera
+
+    @property
+    def name(self):
+        """Return the name of the entity."""
+        return self._name
+
+    def process_image(self, image):
+        """Process image."""
+        # pylint: disable=import-error
+        import face_recognition
+
+        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)
+
+        self.process_faces(face_locations, len(face_locations))
diff --git a/homeassistant/components/image_processing/dlib_face_identify.py b/homeassistant/components/image_processing/dlib_face_identify.py
new file mode 100644
index 00000000000..a0f50796a9f
--- /dev/null
+++ b/homeassistant/components/image_processing/dlib_face_identify.py
@@ -0,0 +1,95 @@
+"""
+Component that will help set the dlib face detect processing.
+
+For more details about this component, please refer to the documentation at
+https://home-assistant.io/components/image_processing.dlib_face_identify/
+"""
+import logging
+import io
+
+import voluptuous as vol
+
+from homeassistant.core import split_entity_id
+from homeassistant.components.image_processing import (
+    PLATFORM_SCHEMA, CONF_SOURCE, CONF_ENTITY_ID, CONF_NAME)
+from homeassistant.components.image_processing.microsoft_face_identify import (
+    ImageProcessingFaceEntity)
+import homeassistant.helpers.config_validation as cv
+
+REQUIREMENTS = ['face_recognition==0.1.14']
+
+_LOGGER = logging.getLogger(__name__)
+
+ATTR_NAME = 'name'
+CONF_FACES = 'faces'
+
+PLATFORM_SCHEMA = PLATFORM_SCHEMA.extend({
+    vol.Required(CONF_FACES): {cv.string: cv.isfile},
+})
+
+
+def setup_platform(hass, config, add_devices, discovery_info=None):
+    """Set up the Microsoft Face detection platform."""
+    entities = []
+    for camera in config[CONF_SOURCE]:
+        entities.append(DlibFaceIdentifyEntity(
+            camera[CONF_ENTITY_ID], config[CONF_FACES], camera.get(CONF_NAME)
+        ))
+
+    add_devices(entities)
+
+
+class DlibFaceIdentifyEntity(ImageProcessingFaceEntity):
+    """Dlib Face API entity for identify."""
+
+    def __init__(self, camera_entity, faces, name=None):
+        """Initialize Dlib."""
+        # pylint: disable=import-error
+        import face_recognition
+        super().__init__()
+
+        self._camera = camera_entity
+
+        if name:
+            self._name = name
+        else:
+            self._name = "Dlib Face {0}".format(
+                split_entity_id(camera_entity)[1])
+
+        self._faces = {}
+        for name, face_file in faces.items():
+            image = face_recognition.load_image_file(face_file)
+            self._faces[name] = face_recognition.face_encodings(image)[0]
+
+    @property
+    def camera_entity(self):
+        """Return camera entity id from process pictures."""
+        return self._camera
+
+    @property
+    def name(self):
+        """Return the name of the entity."""
+        return self._name
+
+    def process_image(self, image):
+        """Process image."""
+        # pylint: disable=import-error
+        import face_recognition
+
+        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 = []
+        for unknown_face in unknowns:
+            for name, face in self._faces.items():
+                result = face_recognition.compare_faces([face], unknown_face)
+                if result[0]:
+                    found.append({
+                        ATTR_NAME: name
+                    })
+
+        self.process_faces(found, len(unknowns))
diff --git a/homeassistant/components/image_processing/microsoft_face_detect.py b/homeassistant/components/image_processing/microsoft_face_detect.py
index e12c2d1d646..5c4daec1067 100644
--- a/homeassistant/components/image_processing/microsoft_face_detect.py
+++ b/homeassistant/components/image_processing/microsoft_face_detect.py
@@ -22,8 +22,6 @@ DEPENDENCIES = ['microsoft_face']
 
 _LOGGER = logging.getLogger(__name__)
 
-EVENT_IDENTIFY_FACE = 'detect_face'
-
 SUPPORTED_ATTRIBUTES = [
     ATTR_AGE,
     ATTR_GENDER,
diff --git a/requirements_all.txt b/requirements_all.txt
index 762c9c77f56..c6f56e3a9e0 100644
--- a/requirements_all.txt
+++ b/requirements_all.txt
@@ -174,6 +174,10 @@ envirophat==0.0.6
 # homeassistant.components.climate.honeywell
 evohomeclient==0.2.5
 
+# homeassistant.components.image_processing.dlib_face_detect
+# homeassistant.components.image_processing.dlib_face_identify
+# face_recognition==0.1.14
+
 # homeassistant.components.sensor.fastdotcom
 fastdotcom==0.0.1
 
diff --git a/script/gen_requirements_all.py b/script/gen_requirements_all.py
index 1ac18ea0705..4d08ff349a0 100755
--- a/script/gen_requirements_all.py
+++ b/script/gen_requirements_all.py
@@ -23,7 +23,8 @@ COMMENT_REQUIREMENTS = (
     'pycups',
     'python-eq3bt',
     'avion',
-    'decora'
+    'decora',
+    'face_recognition'
 )
 
 IGNORE_PACKAGES = (