diff --git a/vision/cloud-client/README.rst b/vision/cloud-client/README.rst
index 7dad184afe5..f85158fbb5d 100644
--- a/vision/cloud-client/README.rst
+++ b/vision/cloud-client/README.rst
@@ -8,7 +8,7 @@ This directory contains samples for Google Cloud Vision API. `Google Cloud Visio
 
 
 
-.. _Google Cloud Vision API: https://cloud.google.com/vision/docs
+.. _Google Cloud Vision API: https://cloud.google.com/vision/docs 
 
 Setup
 -------------------------------------------------------------------------------
@@ -94,24 +94,24 @@ To run this sample:
     $ python detect.py
 
     usage: detect.py [-h]
-                     {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,crophints,crophints-uri,fulltext,fulltext-uri}
+                     {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,crophints,crophints-uri,document,document-uri}
                      ...
-
+    
     This application demonstrates how to perform basic operations with the
     Google Cloud Vision API.
-
+    
     Example Usage:
     python detect.py text ./resources/wakeupcat.jpg
     python detect.py labels ./resources/landmark.jpg
     python detect.py web ./resources/landmark.jpg
     python detect.py web-uri http://wheresgus.com/dog.JPG
     python detect.py faces-uri gs://your-bucket/file.jpg
-
+    
     For more information, the documentation at
     https://cloud.google.com/vision/docs.
-
+    
     positional arguments:
-      {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,crophints,crophints-uri,fulltext,fulltext-uri}
+      {faces,faces-uri,labels,labels-uri,landmarks,landmarks-uri,text,text-uri,logos,logos-uri,safe-search,safe-search-uri,properties,properties-uri,web,web-uri,crophints,crophints-uri,document,document-uri}
         faces               Detects faces in an image.
         faces-uri           Detects faces in the file located in Google Cloud
                             Storage or the web.
@@ -133,16 +133,16 @@ To run this sample:
         properties          Detects image properties in the file.
         properties-uri      Detects image properties in the file located in Google
                             Cloud Storage or on the Web.
-        web                 detects web annotations given an image.
-        web-uri             detects web annotations in the file located in google
-                            cloud storage.
-        crophints           detects crop hints in an image.
-        crophints-uri       detects crop hints in the file located in google cloud
-                            storage.
-        fulltext            extracts full text from an image.
-        fulltext-uri        extracts full text in the file located in google cloud
-                            storage.
-
+        web                 Detects web annotations given an image.
+        web-uri             Detects web annotations in the file located in Google
+                            Cloud Storage.
+        crophints           Detects crop hints in an image.
+        crophints-uri       Detects crop hints in the file located in Google Cloud
+                            Storage.
+        document            Detects document features in an image.
+        document-uri        Detects document features in the file located in
+                            Google Cloud Storage.
+    
     optional arguments:
       -h, --help            show this help message and exit
 
@@ -164,4 +164,4 @@ to `browse the source`_ and  `report issues`_.
     https://github.com/GoogleCloudPlatform/google-cloud-python/issues
 
 
-.. _Google Cloud SDK: https://cloud.google.com/sdk/
+.. _Google Cloud SDK: https://cloud.google.com/sdk/
\ No newline at end of file
diff --git a/vision/cloud-client/detect.py b/vision/cloud-client/detect.py
index e4db634a4e8..13be99fb16d 100644
--- a/vision/cloud-client/detect.py
+++ b/vision/cloud-client/detect.py
@@ -270,7 +270,7 @@ def detect_properties_uri(uri):
 
 
 def detect_web(path):
-    """detects web annotations given an image."""
+    """Detects web annotations given an image."""
     vision_client = vision.Client()
 
     with io.open(path, 'rb') as image_file:
@@ -312,7 +312,7 @@ def detect_web(path):
 
 
 def detect_web_uri(uri):
-    """detects web annotations in the file located in google cloud storage."""
+    """Detects web annotations in the file located in Google Cloud Storage."""
     vision_client = vision.Client()
     image = vision_client.image(source_uri=uri)
 
@@ -350,7 +350,7 @@ def detect_web_uri(uri):
 
 
 def detect_crop_hints(path):
-    """detects crop hints in an image."""
+    """Detects crop hints in an image."""
     vision_client = vision.Client()
     with io.open(path, 'rb') as image_file:
         content = image_file.read()
@@ -368,7 +368,7 @@ def detect_crop_hints(path):
 
 
 def detect_crop_hints_uri(uri):
-    """detects crop hints in the file located in google cloud storage."""
+    """Detects crop hints in the file located in Google Cloud Storage."""
     vision_client = vision.Client()
     image = vision_client.image(source_uri=uri)
 
@@ -382,8 +382,8 @@ def detect_crop_hints_uri(uri):
         print('bounds: {}'.format(','.join(vertices)))
 
 
-def detect_fulltext(path):
-    """extracts full text from an image."""
+def detect_document(path):
+    """Detects document features in an image."""
     vision_client = vision.Client()
 
     with io.open(path, 'rb') as image_file:
@@ -391,45 +391,68 @@ def detect_fulltext(path):
 
     image = vision_client.image(content=content)
 
-    fulltext = image.detect_full_text()
+    document = image.detect_full_text()
+
+    for b, page in enumerate(document.pages):
+        page_text = ''
 
-    for b, page in enumerate(fulltext.pages):
-        print(page.width)
         for bb, block in enumerate(page.blocks):
-            print('Block: {}'.format(block.bounding_box))
-            print('Type: {}'.format(dir(block)))
-            print('Type: {}'.format(block.block_type))
+            block_text = ''
+
             for p, paragraph in enumerate(block.paragraphs):
-                print('\tParagraph: ({})'.format(paragraph.bounding_box))
-                print('\twords: ({})'.format((paragraph.words)))
+                para_text = ''
+
                 for w, word in enumerate(paragraph.words):
+                    word_text = ''
+
                     for s, symbol in enumerate(word.symbols):
-                        print('\t\t\t$:{}'.format(symbol.text))
+                        word_text = word_text + symbol.text
+
+                    para_text = para_text + word_text
+
+                block_text = block_text + para_text
+                print('\n--\nContent Block: {}'.format(block_text))
+                print('Block Bounding Box:\n{}'.format(block.bounding_box))
+
+            page_text = page_text + block_text
 
-    print(fulltext.text)
+        print('Page Content:\n{}'.format(page_text))
+        print('Page Dimensions: w: {} h: {}'.format(page.width, page.height))
 
 
-def detect_fulltext_uri(uri):
-    """extracts full text in the file located in google cloud storage."""
+def detect_document_uri(uri):
+    """Detects document features in the file located in Google Cloud
+    Storage."""
     vision_client = vision.Client()
     image = vision_client.image(source_uri=uri)
 
-    fulltext = image.detect_full_text()
+    document = image.detect_full_text()
+
+    for b, page in enumerate(document.pages):
+        page_text = ''
 
-    for b, page in enumerate(fulltext.pages):
-        print(page.width)
         for bb, block in enumerate(page.blocks):
-            print('Block: {}'.format(block.bounding_box))
-            print('Type: {}'.format(dir(block)))
-            print('Type: {}'.format(block.block_type))
+            block_text = ''
+
             for p, paragraph in enumerate(block.paragraphs):
-                print('\tParagraph: ({})'.format(paragraph.bounding_box))
-                print('\twords: ({})'.format((paragraph.words)))
+                para_text = ''
+
                 for w, word in enumerate(paragraph.words):
+                    word_text = ''
+
                     for s, symbol in enumerate(word.symbols):
-                        print('\t\t\t$:{}'.format(symbol.text))
+                        word_text = word_text + symbol.text
+
+                    para_text = para_text + word_text
+
+                block_text = block_text + para_text
+                print('\n--\nContent Block: {}'.format(block_text))
+                print('Block Bounding Box:\n{}'.format(block.bounding_box))
+
+            page_text = page_text + block_text
 
-    print(fulltext.text)
+        print('Page Content:\n{}'.format(page_text))
+        print('Page Dimensions: w: {} h: {}'.format(page.width, page.height))
 
 
 def run_local(args):
@@ -451,8 +474,8 @@ def run_local(args):
         detect_web(args.path)
     elif args.command == 'crophints':
         detect_crop_hints(args.path)
-    elif args.command == 'fulltext':
-        detect_fulltext(args.path)
+    elif args.command == 'document':
+        detect_document(args.path)
 
 
 def run_uri(args):
@@ -474,8 +497,8 @@ def run_uri(args):
         detect_web_uri(args.uri)
     elif args.command == 'crophints-uri':
         detect_crop_hints_uri(args.uri)
-    elif args.command == 'fulltext-uri':
-        detect_fulltext_uri(args.uri)
+    elif args.command == 'document-uri':
+        detect_document_uri(args.uri)
 
 
 if __name__ == '__main__':
@@ -560,13 +583,13 @@ def run_uri(args):
         'crophints-uri', help=detect_crop_hints_uri.__doc__)
     crop_hints_uri_parser.add_argument('uri')
 
-    fulltext_parser = subparsers.add_parser(
-        'fulltext', help=detect_fulltext.__doc__)
-    fulltext_parser.add_argument('path')
+    document_parser = subparsers.add_parser(
+        'document', help=detect_document.__doc__)
+    document_parser.add_argument('path')
 
-    fulltext_uri_parser = subparsers.add_parser(
-        'fulltext-uri', help=detect_fulltext_uri.__doc__)
-    fulltext_uri_parser.add_argument('uri')
+    document_uri_parser = subparsers.add_parser(
+        'document-uri', help=detect_document_uri.__doc__)
+    document_uri_parser.add_argument('uri')
 
     args = parser.parse_args()
 
diff --git a/vision/cloud-client/detect_test.py b/vision/cloud-client/detect_test.py
index e0bf5b6a56a..5e7d2520a2f 100644
--- a/vision/cloud-client/detect_test.py
+++ b/vision/cloud-client/detect_test.py
@@ -17,7 +17,7 @@
 import detect
 
 
-def test_labels(capsys):
+def test_labels(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/wakeupcat.jpg')
@@ -26,14 +26,15 @@ def test_labels(capsys):
     assert 'Labels' in out
 
 
-def test_labels_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/wakeupcat.jpg'
+def test_labels_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/wakeupcat.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_labels_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'Labels' in out
 
 
-def test_landmarks(capsys):
+def test_landmarks(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/landmark.jpg')
@@ -42,14 +43,15 @@ def test_landmarks(capsys):
     assert 'Palace' in out
 
 
-def test_landmarks_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/landmark.jpg'
+def test_landmarks_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/landmark.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_landmarks_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'Palace' in out
 
 
-def test_faces(capsys):
+def test_faces(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/face_no_surprise.jpg')
@@ -58,14 +60,15 @@ def test_faces(capsys):
     assert 'Likelihood.POSSIBLE' in out
 
 
-def test_faces_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/face_no_surprise.jpg'
+def test_faces_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/face_no_surprise.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_faces_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'Likelihood.POSSIBLE' in out
 
 
-def test_logos(capsys):
+def test_logos(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/logos.png')
@@ -74,14 +77,15 @@ def test_logos(capsys):
     assert 'Google' in out
 
 
-def test_logos_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/logos.png'
+def test_logos_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/logos.png'.format(
+                 cloud_config.storage_bucket))
     detect.detect_logos_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'Google' in out
 
 
-def test_safe_search(capsys):
+def test_safe_search(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/wakeupcat.jpg')
@@ -90,14 +94,15 @@ def test_safe_search(capsys):
     assert 'Likelihood.VERY_LIKELY' in out
 
 
-def test_safe_search_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/wakeupcat.jpg'
+def test_safe_search_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/wakeupcat.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_safe_search_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'Likelihood.VERY_LIKELY' in out
 
 
-def test_detect_text(capsys):
+def test_detect_text(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/text.jpg')
@@ -106,14 +111,15 @@ def test_detect_text(capsys):
     assert '37%' in out
 
 
-def test_detect_text_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/text.jpg'
+def test_detect_text_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/text.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_text_uri(file_name)
     out, _ = capsys.readouterr()
     assert '37%' in out
 
 
-def test_detect_properties(capsys):
+def test_detect_properties(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/landmark.jpg')
@@ -122,15 +128,16 @@ def test_detect_properties(capsys):
     assert 'frac' in out
 
 
-def test_detect_properties_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/landmark.jpg'
+def test_detect_properties_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/landmark.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_properties_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'frac' in out
 
 
 # Vision 1.1 tests
-def test_detect_web(capsys):
+def test_detect_web(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/landmark.jpg')
@@ -139,30 +146,32 @@ def test_detect_web(capsys):
     assert 'Description: Palace of Fine Arts Theatre' in out
 
 
-def test_detect_web_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/landmark.jpg'
+def test_detect_web_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/landmark.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_web_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'Description: Palace of Fine Arts Theatre' in out
 
 
-def test_detect_fulltext(capsys):
+def test_detect_document(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/text.jpg')
-    detect.detect_fulltext(file_name)
+    detect.detect_document(file_name)
     out, _ = capsys.readouterr()
     assert '37%' in out
 
 
-def test_detect_fulltext_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/text.jpg'
-    detect.detect_fulltext_uri(file_name)
+def test_detect_document_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/text.jpg'.format(
+                 cloud_config.storage_bucket))
+    detect.detect_document_uri(file_name)
     out, _ = capsys.readouterr()
     assert '37%' in out
 
 
-def test_detect_crop_hints(capsys):
+def test_detect_crop_hints(cloud_config, capsys):
     file_name = os.path.join(
         os.path.dirname(__file__),
         'resources/wakeupcat.jpg')
@@ -171,8 +180,9 @@ def test_detect_crop_hints(capsys):
     assert 'bounds: (0,0)' in out
 
 
-def test_detect_crop_hints_uri(capsys):
-    file_name = 'gs://python-docs-samples-tests/vision/wakeupcat.jpg'
+def test_detect_crop_hints_uri(cloud_config, capsys):
+    file_name = ('gs://{}/vision/wakeupcat.jpg'.format(
+                 cloud_config.storage_bucket))
     detect.detect_crop_hints_uri(file_name)
     out, _ = capsys.readouterr()
     assert 'bounds: (0,0)' in out