def _entity_from_response_type(feature_type, results):
"""Convert a JSON result to an entity type based on the feature.
:rtype: list
:returns: List containing any of
:class:`~google.cloud.vision.entity.EntityAnnotation`,
:class:`~google.cloud.vision.face.Face`
or one of
:class:`~google.cloud.vision.safe_search.SafeSearchAnnotation`,
:class:`~google.cloud.vision.color.ImagePropertiesAnnotation`.
"""
detected_objects = []
if feature_type == _FACE_ANNOTATIONS:
detected_objects.extend(
Face.from_api_repr(face) for face in results)
elif feature_type == _IMAGE_PROPERTIES_ANNOTATION:
return ImagePropertiesAnnotation.from_api_repr(results)
elif feature_type == _SAFE_SEARCH_ANNOTATION:
return SafeSearchAnnotation.from_api_repr(results)
else:
for result in results:
detected_objects.append(EntityAnnotation.from_api_repr(result))
return detected_objects
def _make_faces_from_pb(faces):
"""Create face objects from a protobuf response.
:type faces:
:class:`~google.cloud.grpc.vision.v1.image_annotator_pb2.FaceAnnotation`
:param faces: Protobuf instance of ``FaceAnnotation``.
:rtype: list
:returns: List of ``Face``.
"""
return [Face.from_pb(face) for face in faces]
def detect_faces(self, limit=10):
"""Detect faces in image.
:type limit: int
:param limit: The number of faces to try and detect.
:rtype: list
:returns: List of :class:`~google.cloud.vision.face.Face`.
"""
faces = []
face_detection_feature = Feature(FeatureTypes.FACE_DETECTION, limit)
result = self.client.annotate(self, [face_detection_feature])
for face_response in result['faceAnnotations']:
face = Face.from_api_repr(face_response)
faces.append(face)
return faces
def detect_faces(self, limit=10):
"""Detect faces in image.
:type limit: int
:param limit: The number of faces to try and detect.
:rtype: list
:returns: List of :class:`~google.cloud.vision.face.Face`.
"""
faces = []
face_detection_feature = Feature(FeatureTypes.FACE_DETECTION, limit)
result = self.client.annotate(self, [face_detection_feature])
for face_response in result['faceAnnotations']:
face = Face.from_api_repr(face_response)
faces.append(face)
return faces
def _entity_from_response_type(feature_type, results):
"""Convert a JSON result to an entity type based on the feature."""
detected_objects = []
feature_key = _REVERSE_TYPES[feature_type]
if feature_type == _FACE_DETECTION:
detected_objects.extend(
Face.from_api_repr(face) for face in results[feature_key])
elif feature_type == _IMAGE_PROPERTIES:
detected_objects.append(
ImagePropertiesAnnotation.from_api_repr(results[feature_key]))
elif feature_type == _SAFE_SEARCH_DETECTION:
result = results[feature_key]
detected_objects.append(SafeSearchAnnotation.from_api_repr(result))
else:
for result in results[feature_key]:
detected_objects.append(EntityAnnotation.from_api_repr(result))
return detected_objects
def _entity_from_response_type(feature_type, results):
"""Convert a JSON result to an entity type based on the feature.
:rtype: list
:returns: List containing any of
:class:`~google.cloud.vision.color.ImagePropertiesAnnotation`,
:class:`~google.cloud.vision.entity.EntityAnnotation`,
:class:`~google.cloud.vision.face.Face`,
:class:`~google.cloud.vision.safe.SafeSearchAnnotation`.
"""
detected_objects = []
if feature_type == _FACE_ANNOTATIONS:
detected_objects.extend(Face.from_api_repr(face) for face in results)
elif feature_type == _IMAGE_PROPERTIES_ANNOTATION:
detected_objects.append(ImagePropertiesAnnotation.from_api_repr(results))
elif feature_type == _SAFE_SEARCH_ANNOTATION:
detected_objects.append(SafeSearchAnnotation.from_api_repr(results))
else:
for result in results:
detected_objects.append(EntityAnnotation.from_api_repr(result))
return detected_objects