diff --git a/vision/cloud-client/src/main/java/com/example/vision/Detect.java b/vision/cloud-client/src/main/java/com/example/vision/Detect.java
index 28423f432da..4daab79314e 100644
--- a/vision/cloud-client/src/main/java/com/example/vision/Detect.java
+++ b/vision/cloud-client/src/main/java/com/example/vision/Detect.java
@@ -18,6 +18,7 @@
 
 
 import com.google.cloud.vision.spi.v1.ImageAnnotatorClient;
+import com.google.cloud.vision.spi.v1.ImageAnnotatorSettings;
 import com.google.cloud.vision.v1.AnnotateImageRequest;
 import com.google.cloud.vision.v1.AnnotateImageResponse;
 import com.google.cloud.vision.v1.BatchAnnotateImagesResponse;
@@ -28,10 +29,13 @@
 import com.google.cloud.vision.v1.Feature;
 import com.google.cloud.vision.v1.Feature.Type;
 import com.google.cloud.vision.v1.Image;
+import com.google.cloud.vision.v1.ImageSource;
 import com.google.cloud.vision.v1.LocationInfo;
 import com.google.cloud.vision.v1.SafeSearchAnnotation;
 import com.google.protobuf.ByteString;
 
+import org.joda.time.Duration;
+
 import java.io.FileInputStream;
 import java.io.IOException;
 import java.io.PrintStream;
@@ -78,43 +82,43 @@ public static void argsHelper(String[] args, PrintStream out) throws IOException
       detectSafeSearch("resources/wakeupcat.jpg", out);
     } else if (command.equals("faces")) {
       if (path.startsWith("gs://")) {
-        // TODO: See https://goo.gl/uWgYhQ
+        detectFacesGcs(path, out);
       } else {
         detectFaces(path, out);
       }
     } else if (command.equals("labels")) {
       if (path.startsWith("gs://")) {
-        // TODO: See https://goo.gl/uWgYhQ
+        detectLabelsGcs(path, out);
       } else {
         detectLabels(path, out);
       }
     } else if (command.equals("landmarks")) {
       if (path.startsWith("gs://")) {
-        // TODO: See https://goo.gl/uWgYhQ
+        detectLandmarksGcs(path, out);
       } else {
         detectLandmarks(path, out);
       }
     } else if (command.equals("logos")) {
       if (path.startsWith("gs://")) {
-        // TODO: See https://goo.gl/uWgYhQ
+        detectLogosGcs(path, out);
       } else {
         detectLogos(path, out);
       }
     } else if (command.equals("text")) {
       if (path.startsWith("gs://")) {
-        // TODO: See https://goo.gl/uWgYhQ
+        detectTextGcs(path, out);
       } else {
         detectText(path, out);
       }
     } else if (command.equals("properties")) {
       if (path.startsWith("gs://")) {
-        // TODO: See https://goo.gl/uWgYhQ
+        detectPropertiesGcs(path, out);
       } else {
         detectProperties(path, out);
       }
     } else if (command.equals("safe-search")) {
       if (path.startsWith("gs://")) {
-        // TODO: See https://goo.gl/uWgYhQ
+        detectSafeSearchGcs(path, out);
       } else {
         detectSafeSearch(path, out);
       }
@@ -131,7 +135,7 @@ public Detect(ImageAnnotatorClient client) {
   }
 
   /**
-   * Detects faces in the specified image.
+   * Detects faces in the specified local image.
    * @param filePath The path to the file to perform face detection on.
    * @param out A {@link PrintStream} to write detected features to.
    * @throws IOException on Input/Output errors.
@@ -170,7 +174,53 @@ public static void detectFaces(String filePath, PrintStream out) throws IOExcept
   }
 
   /**
-   * Detects labels in the specified image.
+   * Detects faces in the specified remote image.
+   * @param gcsPath The path to the remote file to perform face detection on.
+   * @param out A {@link PrintStream} to write detected features to.
+   * @throws IOException on Input/Output errors.
+   */
+  public static void detectFacesGcs(String gcsPath, PrintStream out) throws IOException {
+    List<AnnotateImageRequest> requests = new ArrayList<>();
+
+    ImageAnnotatorSettings.Builder imageAnnotatorSettingsBuilder =
+        ImageAnnotatorSettings.defaultBuilder();
+    imageAnnotatorSettingsBuilder.batchAnnotateImagesSettings().getRetrySettingsBuilder()
+        .setTotalTimeout(Duration.standardSeconds(30));
+    ImageAnnotatorSettings settings = imageAnnotatorSettingsBuilder.build();
+
+    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
+    Image img = Image.newBuilder().setSource(imgSource).build();
+    Feature feat = Feature.newBuilder().setType(Type.FACE_DETECTION).build();
+
+    AnnotateImageRequest request = AnnotateImageRequest.newBuilder()
+        .addFeatures(feat)
+        .setImage(img)
+        .build();
+    requests.add(request);
+
+    ImageAnnotatorClient client = ImageAnnotatorClient.create(settings);
+    BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
+    List<AnnotateImageResponse> responses = response.getResponsesList();
+
+    for (AnnotateImageResponse res : responses) {
+      if (res.hasError()) {
+        out.printf("Error: %s\n", res.getError().getMessage());
+        return;
+      }
+
+      // For full list of available annotations, see http://g.co/cloud/vision/docs
+      for (FaceAnnotation annotation : res.getFaceAnnotationsList()) {
+        out.printf("anger: %s\njoy: %s\nsurprise: %s\nposition: %s",
+            annotation.getAngerLikelihood(),
+            annotation.getJoyLikelihood(),
+            annotation.getSurpriseLikelihood(),
+            annotation.getBoundingPoly());
+      }
+    }
+  }
+
+  /**
+   * Detects labels in the specified local image.
    * @param filePath The path to the file to perform label detection on.
    * @param out A {@link PrintStream} to write detected labels to.
    * @throws IOException on Input/Output errors.
@@ -205,7 +255,41 @@ public static void detectLabels(String filePath, PrintStream out) throws IOExcep
   }
 
   /**
-   * Detects landmarks in the specified image.
+   * Detects labels in the specified remote image.
+   * @param gcsPath The path to the remote file to perform label detection on.
+   * @param out A {@link PrintStream} to write detected features to.
+   * @throws IOException on Input/Output errors.
+   */
+  public static void detectLabelsGcs(String gcsPath, PrintStream out) throws IOException {
+    List<AnnotateImageRequest> requests = new ArrayList<>();
+
+    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
+    Image img = Image.newBuilder().setSource(imgSource).build();
+    Feature feat = Feature.newBuilder().setType(Type.LABEL_DETECTION).build();
+    AnnotateImageRequest request = AnnotateImageRequest.newBuilder()
+        .addFeatures(feat)
+        .setImage(img)
+        .build();
+    requests.add(request);
+
+    BatchAnnotateImagesResponse response = visionApi.batchAnnotateImages(requests);
+    List<AnnotateImageResponse> responses = response.getResponsesList();
+
+    for (AnnotateImageResponse res : responses) {
+      if (res.hasError()) {
+        out.printf("Error: %s\n", res.getError().getMessage());
+        return;
+      }
+
+      // For full list of available annotations, see http://g.co/cloud/vision/docs
+      for (EntityAnnotation annotation : res.getLabelAnnotationsList()) {
+        annotation.getAllFields().forEach((k, v)->out.printf("%s : %s\n", k, v.toString()));
+      }
+    }
+  }
+
+  /**
+   * Detects landmarks in the specified local image.
    * @param filePath The path to the file to perform landmark detection on.
    * @param out A {@link PrintStream} to write detected landmarks to.
    * @throws IOException on Input/Output errors.
@@ -240,8 +324,43 @@ public static void detectLandmarks(String filePath, PrintStream out) throws IOEx
   }
 
   /**
-   * Detects logos in the specified image.
-   * @param filePath The path to the file to perform logo detection on.
+   * Detects landmarks in the specified remote image.
+   * @param gcsPath The path to the remote file to perform landmark detection on.
+   * @param out A {@link PrintStream} to write detected landmarks to.
+   * @throws IOException on Input/Output errors.
+   */
+  public static void detectLandmarksGcs(String gcsPath, PrintStream out) throws IOException {
+    List<AnnotateImageRequest> requests = new ArrayList<>();
+
+    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
+    Image img = Image.newBuilder().setSource(imgSource).build();
+    Feature feat = Feature.newBuilder().setType(Type.LANDMARK_DETECTION).build();
+    AnnotateImageRequest request = AnnotateImageRequest.newBuilder()
+        .addFeatures(feat)
+        .setImage(img)
+        .build();
+    requests.add(request);
+
+    BatchAnnotateImagesResponse response = visionApi.batchAnnotateImages(requests);
+    List<AnnotateImageResponse> responses = response.getResponsesList();
+
+    for (AnnotateImageResponse res : responses) {
+      if (res.hasError()) {
+        out.printf("Error: %s\n", res.getError().getMessage());
+        return;
+      }
+
+      // For full list of available annotations, see http://g.co/cloud/vision/docs
+      for (EntityAnnotation annotation : res.getLandmarkAnnotationsList()) {
+        LocationInfo info = annotation.getLocationsList().listIterator().next();
+        out.printf("Landmark: %s\n %s\n", annotation.getDescription(), info.getLatLng());
+      }
+    }
+  }
+
+  /**
+   * Detects logos in the specified local image.
+   * @param filePath The path to the local file to perform logo detection on.
    * @param out A {@link PrintStream} to write detected logos to.
    * @throws IOException on Input/Output errors.
    */
@@ -274,6 +393,41 @@ public static void detectLogos(String filePath, PrintStream out) throws IOExcept
     }
   }
 
+  /**
+   * Detects logos in the specified remote image.
+   * @param gcsPath The path to the remote file to perform logo detection on.
+   * @param out A {@link PrintStream} to write detected logos to.
+   * @throws IOException on Input/Output errors.
+   */
+  public static void detectLogosGcs(String gcsPath, PrintStream out) throws IOException {
+    List<AnnotateImageRequest> requests = new ArrayList<>();
+
+    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
+    Image img = Image.newBuilder().setSource(imgSource).build();
+    Feature feat = Feature.newBuilder().setType(Type.LOGO_DETECTION).build();
+    AnnotateImageRequest request = AnnotateImageRequest.newBuilder()
+        .addFeatures(feat)
+        .setImage(img)
+        .build();
+    requests.add(request);
+
+    BatchAnnotateImagesResponse response = visionApi.batchAnnotateImages(requests);
+    List<AnnotateImageResponse> responses = response.getResponsesList();
+
+    for (AnnotateImageResponse res : responses) {
+      if (res.hasError()) {
+        out.printf("Error: %s\n", res.getError().getMessage());
+        return;
+      }
+
+      // For full list of available annotations, see http://g.co/cloud/vision/docs
+      for (EntityAnnotation annotation : res.getLogoAnnotationsList()) {
+        out.println(annotation.getDescription());
+      }
+    }
+  }
+
+
   /**
    * Detects text in the specified image.
    * @param filePath The path to the file to detect text in.
@@ -311,7 +465,42 @@ public static void detectText(String filePath, PrintStream out) throws IOExcepti
   }
 
   /**
-   * Detects image properties such as color frequency from the specified image.
+   * Detects text in the specified remote image.
+   * @param gcsPath The path to the remote file to detect text in.
+   * @param out A {@link PrintStream} to write the detected text to.
+   * @throws IOException on Input/Output errors.
+   */
+  public static void detectTextGcs(String gcsPath, PrintStream out) throws IOException {
+    List<AnnotateImageRequest> requests = new ArrayList<>();
+
+    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
+    Image img = Image.newBuilder().setSource(imgSource).build();
+    Feature feat = Feature.newBuilder().setType(Type.TEXT_DETECTION).build();
+    AnnotateImageRequest request = AnnotateImageRequest.newBuilder()
+        .addFeatures(feat)
+        .setImage(img)
+        .build();
+    requests.add(request);
+
+    BatchAnnotateImagesResponse response = visionApi.batchAnnotateImages(requests);
+    List<AnnotateImageResponse> responses = response.getResponsesList();
+
+    for (AnnotateImageResponse res : responses) {
+      if (res.hasError()) {
+        out.printf("Error: %s\n", res.getError().getMessage());
+        return;
+      }
+
+      // For full list of available annotations, see http://g.co/cloud/vision/docs
+      for (EntityAnnotation annotation : res.getTextAnnotationsList()) {
+        out.printf("Text: %s\n", annotation.getDescription());
+        out.printf("Position : %s\n", annotation.getBoundingPoly());
+      }
+    }
+  }
+
+  /**
+   * Detects image properties such as color frequency from the specified local image.
    * @param filePath The path to the file to detect properties.
    * @param out A {@link PrintStream} to write
    * @throws IOException on Input/Output errors.
@@ -350,9 +539,49 @@ public static void detectProperties(String filePath, PrintStream out) throws IOE
     }
   }
 
+  /**
+   * Detects image properties such as color frequency from the specified remote image.
+   * @param gcsPath The path to the remote file to detect properties on.
+   * @param out A {@link PrintStream} to write
+   * @throws IOException on Input/Output errors.
+   */
+  public static void detectPropertiesGcs(String gcsPath, PrintStream out) throws IOException {
+    List<AnnotateImageRequest> requests = new ArrayList<>();
+
+    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
+    Image img = Image.newBuilder().setSource(imgSource).build();
+    Feature feat = Feature.newBuilder().setType(Type.IMAGE_PROPERTIES).build();
+    AnnotateImageRequest request = AnnotateImageRequest.newBuilder()
+        .addFeatures(feat)
+        .setImage(img)
+        .build();
+    requests.add(request);
+
+    BatchAnnotateImagesResponse response = visionApi.batchAnnotateImages(requests);
+    List<AnnotateImageResponse> responses = response.getResponsesList();
+
+    for (AnnotateImageResponse res : responses) {
+      if (res.hasError()) {
+        out.printf("Error: %s\n", res.getError().getMessage());
+        return;
+      }
+
+      // For full list of available annotations, see http://g.co/cloud/vision/docs
+      DominantColorsAnnotation colors = res.getImagePropertiesAnnotation().getDominantColors();
+      for (ColorInfo color : colors.getColorsList()) {
+        out.printf("fraction: %f\nr: %f, g: %f, b: %f\n",
+            color.getPixelFraction(),
+            color.getColor().getRed(),
+            color.getColor().getGreen(),
+            color.getColor().getBlue());
+      }
+    }
+  }
+
+
   /**
    * Detects whether the specified image has features you would want to moderate.
-   * @param filePath The path to the file used for safe search detection.
+   * @param filePath The path to the local file used for safe search detection.
    * @param out A {@link PrintStream} to write the results to.
    * @throws IOException on Input/Output errors.
    */
@@ -387,4 +616,41 @@ public static void detectSafeSearch(String filePath, PrintStream out) throws IOE
           annotation.getViolence());
     }
   }
+
+  /**
+   * Detects whether the specified remote image has features you would want to moderate.
+   * @param gcsPath The path to the remote file to detect safe-search on.
+   * @param out A {@link PrintStream} to write the results to.
+   * @throws IOException on Input/Output errors.
+   */
+  public static void detectSafeSearchGcs(String gcsPath, PrintStream out) throws IOException {
+    List<AnnotateImageRequest> requests = new ArrayList<>();
+
+    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build();
+    Image img = Image.newBuilder().setSource(imgSource).build();
+    Feature feat = Feature.newBuilder().setType(Type.SAFE_SEARCH_DETECTION).build();
+    AnnotateImageRequest request = AnnotateImageRequest.newBuilder()
+        .addFeatures(feat)
+        .setImage(img)
+        .build();
+    requests.add(request);
+
+    BatchAnnotateImagesResponse response = visionApi.batchAnnotateImages(requests);
+    List<AnnotateImageResponse> responses = response.getResponsesList();
+
+    for (AnnotateImageResponse res : responses) {
+      if (res.hasError()) {
+        out.printf("Error: %s\n", res.getError().getMessage());
+        return;
+      }
+
+      // For full list of available annotations, see http://g.co/cloud/vision/docs
+      SafeSearchAnnotation annotation = res.getSafeSearchAnnotation();
+      out.printf("adult: %s\nmedical: %s\nspoofed: %s\nviolence: %s\n",
+          annotation.getAdult(),
+          annotation.getMedical(),
+          annotation.getSpoof(),
+          annotation.getViolence());
+    }
+  }
 }
diff --git a/vision/cloud-client/src/test/java/com/example/vision/DetectIT.java b/vision/cloud-client/src/test/java/com/example/vision/DetectIT.java
index 06af01b940e..0bcf8afb027 100644
--- a/vision/cloud-client/src/test/java/com/example/vision/DetectIT.java
+++ b/vision/cloud-client/src/test/java/com/example/vision/DetectIT.java
@@ -76,6 +76,19 @@ public void testFaces() throws Exception {
     assertThat(got).contains("joy: POSSIBLE");
     assertThat(got).contains("surprise: UNLIKELY");
   }
+  
+  @Test
+  public void testFacesGcs() throws Exception {
+    // Act
+    String[] args = {"faces", "gs://cloud-samples-tests/vision/face_no_surprise.jpg"};
+    Detect.argsHelper(args, out);
+
+    // Assert
+    String got = bout.toString();
+    assertThat(got).contains("anger: POSSIBLE");
+    assertThat(got).contains("joy: POSSIBLE");
+    assertThat(got).contains("surprise: UNLIKELY");
+  }
 
   @Test
   public void testLabels() throws Exception {
@@ -87,6 +100,17 @@ public void testLabels() throws Exception {
     String got = bout.toString();
     assertThat(got).contains("whiskers");
   }
+  
+  @Test
+  public void testLabelsGcs() throws Exception {
+    // Act
+    String[] args = {"labels", "gs://cloud-samples-tests/vision/wakeupcat.jpg"};
+    Detect.argsHelper(args, out);
+
+    // Assert
+    String got = bout.toString();
+    assertThat(got).contains("whiskers");
+  }
 
   @Test
   public void testLandmarks() throws Exception {
@@ -99,6 +123,17 @@ public void testLandmarks() throws Exception {
     assertThat(got).contains("Palace of Fine Arts");
   }
 
+  @Test
+  public void testLandmarksGcs() throws Exception {
+    // Act
+    String[] args = {"landmarks", "gs://cloud-samples-tests/vision/landmark.jpg"};
+    Detect.argsHelper(args, out);
+
+    // Assert
+    String got = bout.toString();
+    assertThat(got).contains("Palace of Fine Arts");
+  }
+
   @Test
   public void testLogos() throws Exception {
     // Act
@@ -110,6 +145,17 @@ public void testLogos() throws Exception {
     assertThat(got).contains("Google");
   }
 
+  @Test
+  public void testLogosGcs() throws Exception {
+    // Act
+    String[] args = {"logos", "gs://cloud-samples-tests/vision/logos.png"};
+    Detect.argsHelper(args, out);
+
+    // Assert
+    String got = bout.toString();
+    assertThat(got).contains("Google");
+  }
+
   @Test
   public void testText() throws Exception {
     // Act
@@ -121,6 +167,17 @@ public void testText() throws Exception {
     assertThat(got).contains("37%");
   }
 
+  @Test
+  public void testTextGcs() throws Exception {
+    // Act
+    String[] args = {"text", "gs://cloud-samples-tests/vision/text.jpg"};
+    Detect.argsHelper(args, out);
+
+    // Assert
+    String got = bout.toString();
+    assertThat(got).contains("37%");
+  }
+
   @Test
   public void testSafeSearch() throws Exception {
     // Act
@@ -132,6 +189,17 @@ public void testSafeSearch() throws Exception {
     assertThat(got).contains("adult: VERY_UNLIKELY");
   }
 
+  @Test
+  public void testSafeSearchGcs() throws Exception {
+    // Act
+    String[] args = {"safe-search", "gs://cloud-samples-tests/vision/wakeupcat.jpg"};
+    Detect.argsHelper(args, out);
+
+    // Assert
+    String got = bout.toString();
+    assertThat(got).contains("adult: VERY_UNLIKELY");
+  }
+
   @Test
   public void testProperties() throws Exception {
     // Act
@@ -145,4 +213,18 @@ public void testProperties() throws Exception {
     assertThat(got).contains("g:");
     assertThat(got).contains("b:");
   }
+  
+  @Test
+  public void testPropertiesGcs() throws Exception {
+    // Act
+    String[] args = {"properties", "gs://cloud-samples-tests/vision/landmark.jpg"};
+    Detect.argsHelper(args, out);
+
+    // Assert
+    String got = bout.toString();
+    assertThat(got).contains("fraction:");
+    assertThat(got).contains("r:");
+    assertThat(got).contains("g:");
+    assertThat(got).contains("b:");
+  }
 }