From 691674dc0d1e158766bf94f7d1a37f7a66863244 Mon Sep 17 00:00:00 2001 From: nirupa-kumar Date: Thu, 13 Sep 2018 14:36:46 -0700 Subject: [PATCH] Vision GA - library update vision_localize_objects vision_localize_objects_gcs --- vision/cloud-client/pom.xml | 4 +- vision/cloud-client/resources/puppies.jpg | Bin 0 -> 286600 bytes .../main/java/com/example/vision/Detect.java | 97 ++++++++++++++++++ .../java/com/example/vision/DetectIT.java | 22 ++++ 4 files changed, 121 insertions(+), 2 deletions(-) create mode 100644 vision/cloud-client/resources/puppies.jpg diff --git a/vision/cloud-client/pom.xml b/vision/cloud-client/pom.xml index 79aa1270b1d..3a9681788e6 100644 --- a/vision/cloud-client/pom.xml +++ b/vision/cloud-client/pom.xml @@ -40,12 +40,12 @@ com.google.cloud google-cloud-vision - 1.38.0 + 1.43.0 com.google.cloud google-cloud-storage - 1.38.0 + 1.43.0 diff --git a/vision/cloud-client/resources/puppies.jpg b/vision/cloud-client/resources/puppies.jpg new file mode 100644 index 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Detects localized objects in the specified local image. + * + * @param filePath The path to the file to perform localized object detection on. + * @param out A {@link PrintStream} to write detected objects to. + * @throws Exception on errors while closing the client. + * @throws IOException on Input/Output errors. + */ + public static void detectLocalizedObjects(String filePath, PrintStream out) + throws Exception, IOException { + List requests = new ArrayList<>(); + + ByteString imgBytes = ByteString.readFrom(new FileInputStream(filePath)); + + Image img = Image.newBuilder().setContent(imgBytes).build(); + AnnotateImageRequest request = + AnnotateImageRequest.newBuilder() + .addFeatures(Feature.newBuilder().setType(Type.OBJECT_LOCALIZATION)) + .setImage(img) + .build(); + requests.add(request); + + // Perform the request + try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) { + BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests); + List responses = response.getResponsesList(); + + // Display the results + for (AnnotateImageResponse res : responses) { + for (LocalizedObjectAnnotation entity : res.getLocalizedObjectAnnotationsList()) { + out.format("Object name: %s\n", entity.getName()); + out.format("Confidence: %s\n", entity.getScore()); + out.format("Normalized Vertices:\n"); + entity + .getBoundingPoly() + .getNormalizedVerticesList() + .forEach(vertex -> out.format("- (%s, %s)\n", vertex.getX(), vertex.getY())); + } + } + } + } + // [END vision_localize_objects] + + // [START vision_localize_objects_gcs] + /** + * Detects localized objects in a remote image on Google Cloud Storage. + * + * @param gcsPath The path to the remote file on Google Cloud Storage to detect localized objects + * on. + * @param out A {@link PrintStream} to write detected objects to. + * @throws Exception on errors while closing the client. + * @throws IOException on Input/Output errors. + */ + public static void detectLocalizedObjectsGcs(String gcsPath, PrintStream out) + throws Exception, IOException { + List requests = new ArrayList<>(); + + ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(gcsPath).build(); + Image img = Image.newBuilder().setSource(imgSource).build(); + + AnnotateImageRequest request = + AnnotateImageRequest.newBuilder() + .addFeatures(Feature.newBuilder().setType(Type.OBJECT_LOCALIZATION)) + .setImage(img) + .build(); + requests.add(request); + + // Perform the request + try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) { + BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests); + List responses = response.getResponsesList(); + client.close(); + // Display the results + for (AnnotateImageResponse res : responses) { + for (LocalizedObjectAnnotation entity : res.getLocalizedObjectAnnotationsList()) { + out.format("Object name: %s\n", entity.getName()); + out.format("Confidence: %s\n", entity.getScore()); + out.format("Normalized Vertices:\n"); + entity + .getBoundingPoly() + .getNormalizedVerticesList() + .forEach(vertex -> out.format("- (%s, %s)\n", vertex.getX(), vertex.getY())); + } + } + } + } + // [END vision_localize_objects_gcs] } 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 d690ce18b64..3a5be4c076f 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 @@ -373,4 +373,26 @@ public void testDetectDocumentsGcs() throws Exception { blob.delete(); } } + + @Test + public void testDetectLocalizedObjects() throws Exception { + // Act + String[] args = {"object-localization", "./resources/puppies.jpg"}; + Detect.argsHelper(args, out); + + // Assert + String got = bout.toString(); + assertThat(got).contains("Dog"); + } + + @Test + public void testDetectLocalizedObjectsGcs() throws Exception { + // Act + String[] args = {"object-localization", "gs://cloud-samples-data/vision/puppies.jpg"}; + Detect.argsHelper(args, out); + + // Assert + String got = bout.toString(); + assertThat(got).contains("Dog"); + } }