diff --git a/azure-cognitiveservices-vision-computervision/MANIFEST.in b/azure-cognitiveservices-vision-computervision/MANIFEST.in
index e437a6594c1b..c5ed7ee87be7 100644
--- a/azure-cognitiveservices-vision-computervision/MANIFEST.in
+++ b/azure-cognitiveservices-vision-computervision/MANIFEST.in
@@ -1,3 +1,4 @@
+recursive-include tests *.py *.yaml
 include *.rst
 include azure/__init__.py
 include azure/cognitiveservices/__init__.py
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/computer_vision_client.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/computer_vision_client.py
index 2a0ac5f895e0..c7fa2bd7fdaa 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/computer_vision_client.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/computer_vision_client.py
@@ -885,6 +885,125 @@ def get_text_operation_result(
         return deserialized
     get_text_operation_result.metadata = {'url': '/textOperations/{operationId}'}
 
+    def batch_read_file(
+            self, url, mode, custom_headers=None, raw=False, **operation_config):
+        """Use this interface to get the result of a Read operation, employing the
+        state-of-the-art Optical Character Recognition (OCR) algorithms
+        optimized for text-heavy documents. When you use the Read File
+        interface, the response contains a field called "Operation-Location".
+        The "Operation-Location" field contains the URL that you must use for
+        your "Read Operation Result" operation to access OCR results.​.
+
+        :param mode: Type of text to recognize. Possible values include:
+         'Handwritten', 'Printed'
+        :type mode: str or
+         ~azure.cognitiveservices.vision.computervision.models.TextRecognitionMode
+        :param url: Publicly reachable URL of an image.
+        :type url: str
+        :param dict custom_headers: headers that will be added to the request
+        :param bool raw: returns the direct response alongside the
+         deserialized response
+        :param operation_config: :ref:`Operation configuration
+         overrides<msrest:optionsforoperations>`.
+        :return: None or ClientRawResponse if raw=true
+        :rtype: None or ~msrest.pipeline.ClientRawResponse
+        :raises:
+         :class:`ComputerVisionErrorException<azure.cognitiveservices.vision.computervision.models.ComputerVisionErrorException>`
+        """
+        image_url = models.ImageUrl(url=url)
+
+        # Construct URL
+        url = self.batch_read_file.metadata['url']
+        path_format_arguments = {
+            'Endpoint': self._serialize.url("self.config.endpoint", self.config.endpoint, 'str', skip_quote=True)
+        }
+        url = self._client.format_url(url, **path_format_arguments)
+
+        # Construct parameters
+        query_parameters = {}
+        query_parameters['mode'] = self._serialize.query("mode", mode, 'TextRecognitionMode')
+
+        # Construct headers
+        header_parameters = {}
+        header_parameters['Content-Type'] = 'application/json; charset=utf-8'
+        if custom_headers:
+            header_parameters.update(custom_headers)
+
+        # Construct body
+        body_content = self._serialize.body(image_url, 'ImageUrl')
+
+        # Construct and send request
+        request = self._client.post(url, query_parameters, header_parameters, body_content)
+        response = self._client.send(request, stream=False, **operation_config)
+
+        if response.status_code not in [202]:
+            raise models.ComputerVisionErrorException(self._deserialize, response)
+
+        if raw:
+            client_raw_response = ClientRawResponse(None, response)
+            client_raw_response.add_headers({
+                'Operation-Location': 'str',
+            })
+            return client_raw_response
+    batch_read_file.metadata = {'url': '/read/core/asyncBatchAnalyze'}
+
+    def get_read_operation_result(
+            self, operation_id, custom_headers=None, raw=False, **operation_config):
+        """This interface is used for getting OCR results of Read operation. The
+        URL to this interface should be retrieved from "Operation-Location"
+        field returned from Batch Read File interface.
+
+        :param operation_id: Id of read operation returned in the response of
+         the "Batch Read File" interface.
+        :type operation_id: str
+        :param dict custom_headers: headers that will be added to the request
+        :param bool raw: returns the direct response alongside the
+         deserialized response
+        :param operation_config: :ref:`Operation configuration
+         overrides<msrest:optionsforoperations>`.
+        :return: ReadOperationResult or ClientRawResponse if raw=true
+        :rtype:
+         ~azure.cognitiveservices.vision.computervision.models.ReadOperationResult
+         or ~msrest.pipeline.ClientRawResponse
+        :raises:
+         :class:`ComputerVisionErrorException<azure.cognitiveservices.vision.computervision.models.ComputerVisionErrorException>`
+        """
+        # Construct URL
+        url = self.get_read_operation_result.metadata['url']
+        path_format_arguments = {
+            'Endpoint': self._serialize.url("self.config.endpoint", self.config.endpoint, 'str', skip_quote=True),
+            'operationId': self._serialize.url("operation_id", operation_id, 'str')
+        }
+        url = self._client.format_url(url, **path_format_arguments)
+
+        # Construct parameters
+        query_parameters = {}
+
+        # Construct headers
+        header_parameters = {}
+        header_parameters['Accept'] = 'application/json'
+        if custom_headers:
+            header_parameters.update(custom_headers)
+
+        # Construct and send request
+        request = self._client.get(url, query_parameters, header_parameters)
+        response = self._client.send(request, stream=False, **operation_config)
+
+        if response.status_code not in [200]:
+            raise models.ComputerVisionErrorException(self._deserialize, response)
+
+        deserialized = None
+
+        if response.status_code == 200:
+            deserialized = self._deserialize('ReadOperationResult', response)
+
+        if raw:
+            client_raw_response = ClientRawResponse(deserialized, response)
+            return client_raw_response
+
+        return deserialized
+    get_read_operation_result.metadata = {'url': '/read/operations/{operationId}'}
+
     def analyze_image_in_stream(
             self, image, visual_features=None, details=None, language="en", custom_headers=None, raw=False, callback=None, **operation_config):
         """This operation extracts a rich set of visual features based on the
@@ -1606,3 +1725,69 @@ def recognize_text_in_stream(
             })
             return client_raw_response
     recognize_text_in_stream.metadata = {'url': '/recognizeText'}
+
+    def batch_read_file_in_stream(
+            self, image, mode, custom_headers=None, raw=False, callback=None, **operation_config):
+        """Use this interface to get the result of a Read Document operation,
+        employing the state-of-the-art Optical Character Recognition (OCR)
+        algorithms optimized for text-heavy documents. When you use the Read
+        Document interface, the response contains a field called
+        "Operation-Location". The "Operation-Location" field contains the URL
+        that you must use for your "Get Read Result operation" to access OCR
+        results.​.
+
+        :param image: An image stream.
+        :type image: Generator
+        :param mode: Type of text to recognize. Possible values include:
+         'Handwritten', 'Printed'
+        :type mode: str or
+         ~azure.cognitiveservices.vision.computervision.models.TextRecognitionMode
+        :param dict custom_headers: headers that will be added to the request
+        :param bool raw: returns the direct response alongside the
+         deserialized response
+        :param callback: When specified, will be called with each chunk of
+         data that is streamed. The callback should take two arguments, the
+         bytes of the current chunk of data and the response object. If the
+         data is uploading, response will be None.
+        :type callback: Callable[Bytes, response=None]
+        :param operation_config: :ref:`Operation configuration
+         overrides<msrest:optionsforoperations>`.
+        :return: None or ClientRawResponse if raw=true
+        :rtype: None or ~msrest.pipeline.ClientRawResponse
+        :raises:
+         :class:`ComputerVisionErrorException<azure.cognitiveservices.vision.computervision.models.ComputerVisionErrorException>`
+        """
+        # Construct URL
+        url = self.batch_read_file_in_stream.metadata['url']
+        path_format_arguments = {
+            'Endpoint': self._serialize.url("self.config.endpoint", self.config.endpoint, 'str', skip_quote=True)
+        }
+        url = self._client.format_url(url, **path_format_arguments)
+
+        # Construct parameters
+        query_parameters = {}
+        query_parameters['mode'] = self._serialize.query("mode", mode, 'TextRecognitionMode')
+
+        # Construct headers
+        header_parameters = {}
+        header_parameters['Content-Type'] = 'application/octet-stream'
+        if custom_headers:
+            header_parameters.update(custom_headers)
+
+        # Construct body
+        body_content = self._client.stream_upload(image, callback)
+
+        # Construct and send request
+        request = self._client.post(url, query_parameters, header_parameters, body_content)
+        response = self._client.send(request, stream=False, **operation_config)
+
+        if response.status_code not in [202]:
+            raise models.ComputerVisionErrorException(self._deserialize, response)
+
+        if raw:
+            client_raw_response = ClientRawResponse(None, response)
+            client_raw_response.add_headers({
+                'Operation-Location': 'str',
+            })
+            return client_raw_response
+    batch_read_file_in_stream.metadata = {'url': '/read/core/asyncBatchAnalyze'}
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/__init__.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/__init__.py
index fa9bab8f5703..149f84d6dc9e 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/__init__.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/__init__.py
@@ -45,8 +45,9 @@
     from .celebrity_results_py3 import CelebrityResults
     from .word_py3 import Word
     from .line_py3 import Line
-    from .recognition_result_py3 import RecognitionResult
+    from .text_recognition_result_py3 import TextRecognitionResult
     from .text_operation_result_py3 import TextOperationResult
+    from .read_operation_result_py3 import ReadOperationResult
 except (SyntaxError, ImportError):
     from .face_rectangle import FaceRectangle
     from .celebrities_model import CelebritiesModel
@@ -83,11 +84,14 @@
     from .celebrity_results import CelebrityResults
     from .word import Word
     from .line import Line
-    from .recognition_result import RecognitionResult
+    from .text_recognition_result import TextRecognitionResult
     from .text_operation_result import TextOperationResult
+    from .read_operation_result import ReadOperationResult
 from .computer_vision_client_enums import (
     Gender,
     TextOperationStatusCodes,
+    TextRecognitionResultDimensionUnit,
+    TextRecognitionResultConfidenceClass,
     OcrLanguages,
     VisualFeatureTypes,
     TextRecognitionMode,
@@ -130,10 +134,13 @@
     'CelebrityResults',
     'Word',
     'Line',
-    'RecognitionResult',
+    'TextRecognitionResult',
     'TextOperationResult',
+    'ReadOperationResult',
     'Gender',
     'TextOperationStatusCodes',
+    'TextRecognitionResultDimensionUnit',
+    'TextRecognitionResultConfidenceClass',
     'OcrLanguages',
     'VisualFeatureTypes',
     'TextRecognitionMode',
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/computer_vision_client_enums.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/computer_vision_client_enums.py
index f72e74e483d6..1340a35f39e5 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/computer_vision_client_enums.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/computer_vision_client_enums.py
@@ -26,6 +26,18 @@ class TextOperationStatusCodes(str, Enum):
     succeeded = "Succeeded"
 
 
+class TextRecognitionResultDimensionUnit(str, Enum):
+
+    pixel = "pixel"
+    inch = "inch"
+
+
+class TextRecognitionResultConfidenceClass(str, Enum):
+
+    high = "High"
+    low = "Low"
+
+
 class OcrLanguages(str, Enum):
 
     unk = "unk"
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line.py
index 3c6df06a5c12..9ab67b7f9ee3 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line.py
@@ -13,13 +13,13 @@
 
 
 class Line(Model):
-    """Line.
+    """Json object representing a recognized text line.
 
-    :param bounding_box:
+    :param bounding_box: Bounding box of a recognized line.
     :type bounding_box: list[int]
-    :param text:
+    :param text: The text content of the line.
     :type text: str
-    :param words:
+    :param words: List of words in the text line.
     :type words:
      list[~azure.cognitiveservices.vision.computervision.models.Word]
     """
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line_py3.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line_py3.py
index eaa7b16fa07c..432ab12fb9a4 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line_py3.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/line_py3.py
@@ -13,13 +13,13 @@
 
 
 class Line(Model):
-    """Line.
+    """Json object representing a recognized text line.
 
-    :param bounding_box:
+    :param bounding_box: Bounding box of a recognized line.
     :type bounding_box: list[int]
-    :param text:
+    :param text: The text content of the line.
     :type text: str
-    :param words:
+    :param words: List of words in the text line.
     :type words:
      list[~azure.cognitiveservices.vision.computervision.models.Word]
     """
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/read_operation_result.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/read_operation_result.py
new file mode 100644
index 000000000000..872986d0683b
--- /dev/null
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/read_operation_result.py
@@ -0,0 +1,36 @@
+# coding=utf-8
+# --------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See License.txt in the project root for
+# license information.
+#
+# Code generated by Microsoft (R) AutoRest Code Generator.
+# Changes may cause incorrect behavior and will be lost if the code is
+# regenerated.
+# --------------------------------------------------------------------------
+
+from msrest.serialization import Model
+
+
+class ReadOperationResult(Model):
+    """OCR result of the read operation.
+
+    :param status: Status of the read operation. Possible values include: 'Not
+     Started', 'Running', 'Failed', 'Succeeded'
+    :type status: str or
+     ~azure.cognitiveservices.vision.computervision.models.TextOperationStatusCodes
+    :param recognition_results: A array of text recognition result of the read
+     operation.
+    :type recognition_results:
+     list[~azure.cognitiveservices.vision.computervision.models.TextRecognitionResult]
+    """
+
+    _attribute_map = {
+        'status': {'key': 'status', 'type': 'TextOperationStatusCodes'},
+        'recognition_results': {'key': 'recognitionResults', 'type': '[TextRecognitionResult]'},
+    }
+
+    def __init__(self, **kwargs):
+        super(ReadOperationResult, self).__init__(**kwargs)
+        self.status = kwargs.get('status', None)
+        self.recognition_results = kwargs.get('recognition_results', None)
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/read_operation_result_py3.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/read_operation_result_py3.py
new file mode 100644
index 000000000000..bea44f9a29f2
--- /dev/null
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/read_operation_result_py3.py
@@ -0,0 +1,36 @@
+# coding=utf-8
+# --------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See License.txt in the project root for
+# license information.
+#
+# Code generated by Microsoft (R) AutoRest Code Generator.
+# Changes may cause incorrect behavior and will be lost if the code is
+# regenerated.
+# --------------------------------------------------------------------------
+
+from msrest.serialization import Model
+
+
+class ReadOperationResult(Model):
+    """OCR result of the read operation.
+
+    :param status: Status of the read operation. Possible values include: 'Not
+     Started', 'Running', 'Failed', 'Succeeded'
+    :type status: str or
+     ~azure.cognitiveservices.vision.computervision.models.TextOperationStatusCodes
+    :param recognition_results: A array of text recognition result of the read
+     operation.
+    :type recognition_results:
+     list[~azure.cognitiveservices.vision.computervision.models.TextRecognitionResult]
+    """
+
+    _attribute_map = {
+        'status': {'key': 'status', 'type': 'TextOperationStatusCodes'},
+        'recognition_results': {'key': 'recognitionResults', 'type': '[TextRecognitionResult]'},
+    }
+
+    def __init__(self, *, status=None, recognition_results=None, **kwargs) -> None:
+        super(ReadOperationResult, self).__init__(**kwargs)
+        self.status = status
+        self.recognition_results = recognition_results
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/recognition_result.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/recognition_result.py
deleted file mode 100644
index 628dde0dae9a..000000000000
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/recognition_result.py
+++ /dev/null
@@ -1,29 +0,0 @@
-# coding=utf-8
-# --------------------------------------------------------------------------
-# Copyright (c) Microsoft Corporation. All rights reserved.
-# Licensed under the MIT License. See License.txt in the project root for
-# license information.
-#
-# Code generated by Microsoft (R) AutoRest Code Generator.
-# Changes may cause incorrect behavior and will be lost if the code is
-# regenerated.
-# --------------------------------------------------------------------------
-
-from msrest.serialization import Model
-
-
-class RecognitionResult(Model):
-    """RecognitionResult.
-
-    :param lines:
-    :type lines:
-     list[~azure.cognitiveservices.vision.computervision.models.Line]
-    """
-
-    _attribute_map = {
-        'lines': {'key': 'lines', 'type': '[Line]'},
-    }
-
-    def __init__(self, **kwargs):
-        super(RecognitionResult, self).__init__(**kwargs)
-        self.lines = kwargs.get('lines', None)
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/recognition_result_py3.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/recognition_result_py3.py
deleted file mode 100644
index c809646eac7b..000000000000
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/recognition_result_py3.py
+++ /dev/null
@@ -1,29 +0,0 @@
-# coding=utf-8
-# --------------------------------------------------------------------------
-# Copyright (c) Microsoft Corporation. All rights reserved.
-# Licensed under the MIT License. See License.txt in the project root for
-# license information.
-#
-# Code generated by Microsoft (R) AutoRest Code Generator.
-# Changes may cause incorrect behavior and will be lost if the code is
-# regenerated.
-# --------------------------------------------------------------------------
-
-from msrest.serialization import Model
-
-
-class RecognitionResult(Model):
-    """RecognitionResult.
-
-    :param lines:
-    :type lines:
-     list[~azure.cognitiveservices.vision.computervision.models.Line]
-    """
-
-    _attribute_map = {
-        'lines': {'key': 'lines', 'type': '[Line]'},
-    }
-
-    def __init__(self, *, lines=None, **kwargs) -> None:
-        super(RecognitionResult, self).__init__(**kwargs)
-        self.lines = lines
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result.py
index 301f07ab62dd..4571398b7523 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result.py
@@ -13,20 +13,20 @@
 
 
 class TextOperationResult(Model):
-    """TextOperationResult.
+    """Result of recognition text operation.
 
     :param status: Status of the text operation. Possible values include: 'Not
      Started', 'Running', 'Failed', 'Succeeded'
     :type status: str or
      ~azure.cognitiveservices.vision.computervision.models.TextOperationStatusCodes
-    :param recognition_result:
+    :param recognition_result: Text recognition result of the text operation.
     :type recognition_result:
-     ~azure.cognitiveservices.vision.computervision.models.RecognitionResult
+     ~azure.cognitiveservices.vision.computervision.models.TextRecognitionResult
     """
 
     _attribute_map = {
         'status': {'key': 'status', 'type': 'TextOperationStatusCodes'},
-        'recognition_result': {'key': 'recognitionResult', 'type': 'RecognitionResult'},
+        'recognition_result': {'key': 'recognitionResult', 'type': 'TextRecognitionResult'},
     }
 
     def __init__(self, **kwargs):
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result_py3.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result_py3.py
index cd6adfb3d754..4bc756b809e4 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result_py3.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_operation_result_py3.py
@@ -13,20 +13,20 @@
 
 
 class TextOperationResult(Model):
-    """TextOperationResult.
+    """Result of recognition text operation.
 
     :param status: Status of the text operation. Possible values include: 'Not
      Started', 'Running', 'Failed', 'Succeeded'
     :type status: str or
      ~azure.cognitiveservices.vision.computervision.models.TextOperationStatusCodes
-    :param recognition_result:
+    :param recognition_result: Text recognition result of the text operation.
     :type recognition_result:
-     ~azure.cognitiveservices.vision.computervision.models.RecognitionResult
+     ~azure.cognitiveservices.vision.computervision.models.TextRecognitionResult
     """
 
     _attribute_map = {
         'status': {'key': 'status', 'type': 'TextOperationStatusCodes'},
-        'recognition_result': {'key': 'recognitionResult', 'type': 'RecognitionResult'},
+        'recognition_result': {'key': 'recognitionResult', 'type': 'TextRecognitionResult'},
     }
 
     def __init__(self, *, status=None, recognition_result=None, **kwargs) -> None:
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_recognition_result.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_recognition_result.py
new file mode 100644
index 000000000000..cb4340ef244c
--- /dev/null
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_recognition_result.py
@@ -0,0 +1,59 @@
+# coding=utf-8
+# --------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See License.txt in the project root for
+# license information.
+#
+# Code generated by Microsoft (R) AutoRest Code Generator.
+# Changes may cause incorrect behavior and will be lost if the code is
+# regenerated.
+# --------------------------------------------------------------------------
+
+from msrest.serialization import Model
+
+
+class TextRecognitionResult(Model):
+    """Json object representing a recognized text region.
+
+    All required parameters must be populated in order to send to Azure.
+
+    :param page: The 1-based page number of the recognition result.
+    :type page: int
+    :param clockwise_orientation: The orientation of the image in degrees in
+     the clockwise direction. Range between [0, 360).
+    :type clockwise_orientation: float
+    :param width: The width of the image in pixels or the PDF in inches.
+    :type width: float
+    :param height: The height of the image in pixels or the PDF in inches.
+    :type height: float
+    :param unit: The unit used in the Width, Height and BoundingBox. For
+     images, the unit is "pixel". For PDF, the unit is "inch". Possible values
+     include: 'pixel', 'inch'
+    :type unit: str or
+     ~azure.cognitiveservices.vision.computervision.models.TextRecognitionResultDimensionUnit
+    :param lines: Required. A list of recognized text lines.
+    :type lines:
+     list[~azure.cognitiveservices.vision.computervision.models.Line]
+    """
+
+    _validation = {
+        'lines': {'required': True},
+    }
+
+    _attribute_map = {
+        'page': {'key': 'page', 'type': 'int'},
+        'clockwise_orientation': {'key': 'clockwiseOrientation', 'type': 'float'},
+        'width': {'key': 'width', 'type': 'float'},
+        'height': {'key': 'height', 'type': 'float'},
+        'unit': {'key': 'unit', 'type': 'TextRecognitionResultDimensionUnit'},
+        'lines': {'key': 'lines', 'type': '[Line]'},
+    }
+
+    def __init__(self, **kwargs):
+        super(TextRecognitionResult, self).__init__(**kwargs)
+        self.page = kwargs.get('page', None)
+        self.clockwise_orientation = kwargs.get('clockwise_orientation', None)
+        self.width = kwargs.get('width', None)
+        self.height = kwargs.get('height', None)
+        self.unit = kwargs.get('unit', None)
+        self.lines = kwargs.get('lines', None)
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_recognition_result_py3.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_recognition_result_py3.py
new file mode 100644
index 000000000000..eaa4c9b10ade
--- /dev/null
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/text_recognition_result_py3.py
@@ -0,0 +1,59 @@
+# coding=utf-8
+# --------------------------------------------------------------------------
+# Copyright (c) Microsoft Corporation. All rights reserved.
+# Licensed under the MIT License. See License.txt in the project root for
+# license information.
+#
+# Code generated by Microsoft (R) AutoRest Code Generator.
+# Changes may cause incorrect behavior and will be lost if the code is
+# regenerated.
+# --------------------------------------------------------------------------
+
+from msrest.serialization import Model
+
+
+class TextRecognitionResult(Model):
+    """Json object representing a recognized text region.
+
+    All required parameters must be populated in order to send to Azure.
+
+    :param page: The 1-based page number of the recognition result.
+    :type page: int
+    :param clockwise_orientation: The orientation of the image in degrees in
+     the clockwise direction. Range between [0, 360).
+    :type clockwise_orientation: float
+    :param width: The width of the image in pixels or the PDF in inches.
+    :type width: float
+    :param height: The height of the image in pixels or the PDF in inches.
+    :type height: float
+    :param unit: The unit used in the Width, Height and BoundingBox. For
+     images, the unit is "pixel". For PDF, the unit is "inch". Possible values
+     include: 'pixel', 'inch'
+    :type unit: str or
+     ~azure.cognitiveservices.vision.computervision.models.TextRecognitionResultDimensionUnit
+    :param lines: Required. A list of recognized text lines.
+    :type lines:
+     list[~azure.cognitiveservices.vision.computervision.models.Line]
+    """
+
+    _validation = {
+        'lines': {'required': True},
+    }
+
+    _attribute_map = {
+        'page': {'key': 'page', 'type': 'int'},
+        'clockwise_orientation': {'key': 'clockwiseOrientation', 'type': 'float'},
+        'width': {'key': 'width', 'type': 'float'},
+        'height': {'key': 'height', 'type': 'float'},
+        'unit': {'key': 'unit', 'type': 'TextRecognitionResultDimensionUnit'},
+        'lines': {'key': 'lines', 'type': '[Line]'},
+    }
+
+    def __init__(self, *, lines, page: int=None, clockwise_orientation: float=None, width: float=None, height: float=None, unit=None, **kwargs) -> None:
+        super(TextRecognitionResult, self).__init__(**kwargs)
+        self.page = page
+        self.clockwise_orientation = clockwise_orientation
+        self.width = width
+        self.height = height
+        self.unit = unit
+        self.lines = lines
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word.py
index af6015b9ed0d..dea2bcfc81a2 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word.py
@@ -13,20 +13,33 @@
 
 
 class Word(Model):
-    """Word.
+    """Json object representing a recognized word.
 
-    :param bounding_box:
+    All required parameters must be populated in order to send to Azure.
+
+    :param bounding_box: Required. Bounding box of a recognized word.
     :type bounding_box: list[int]
-    :param text:
+    :param text: Required. The text content of the word.
     :type text: str
+    :param confidence: Qualitative confidence measure. Possible values
+     include: 'High', 'Low'
+    :type confidence: str or
+     ~azure.cognitiveservices.vision.computervision.models.TextRecognitionResultConfidenceClass
     """
 
+    _validation = {
+        'bounding_box': {'required': True},
+        'text': {'required': True},
+    }
+
     _attribute_map = {
         'bounding_box': {'key': 'boundingBox', 'type': '[int]'},
         'text': {'key': 'text', 'type': 'str'},
+        'confidence': {'key': 'confidence', 'type': 'TextRecognitionResultConfidenceClass'},
     }
 
     def __init__(self, **kwargs):
         super(Word, self).__init__(**kwargs)
         self.bounding_box = kwargs.get('bounding_box', None)
         self.text = kwargs.get('text', None)
+        self.confidence = kwargs.get('confidence', None)
diff --git a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word_py3.py b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word_py3.py
index ea3dc0845b3e..ff7e4f8c6380 100644
--- a/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word_py3.py
+++ b/azure-cognitiveservices-vision-computervision/azure/cognitiveservices/vision/computervision/models/word_py3.py
@@ -13,20 +13,33 @@
 
 
 class Word(Model):
-    """Word.
+    """Json object representing a recognized word.
 
-    :param bounding_box:
+    All required parameters must be populated in order to send to Azure.
+
+    :param bounding_box: Required. Bounding box of a recognized word.
     :type bounding_box: list[int]
-    :param text:
+    :param text: Required. The text content of the word.
     :type text: str
+    :param confidence: Qualitative confidence measure. Possible values
+     include: 'High', 'Low'
+    :type confidence: str or
+     ~azure.cognitiveservices.vision.computervision.models.TextRecognitionResultConfidenceClass
     """
 
+    _validation = {
+        'bounding_box': {'required': True},
+        'text': {'required': True},
+    }
+
     _attribute_map = {
         'bounding_box': {'key': 'boundingBox', 'type': '[int]'},
         'text': {'key': 'text', 'type': 'str'},
+        'confidence': {'key': 'confidence', 'type': 'TextRecognitionResultConfidenceClass'},
     }
 
-    def __init__(self, *, bounding_box=None, text: str=None, **kwargs) -> None:
+    def __init__(self, *, bounding_box, text: str, confidence=None, **kwargs) -> None:
         super(Word, self).__init__(**kwargs)
         self.bounding_box = bounding_box
         self.text = text
+        self.confidence = confidence