Examples with Image com.google.cloud.automl.v1.Image used on opensource projects

Example 81 with Image

use of com.google.cloud.automl.v1.Image in project openj9 by eclipse.

the class XMLIndexReader method _createCoreImageAfterParseError.

/**
 * This is like the setJ9DumpData method but is to be used when we fail to parse the file.  It is meant to try to construct the
 * Image object with what it was able to get
 *
 * @param e The cause of the error
 */
private void _createCoreImageAfterParseError(Exception e) {
    Builder builder = null;
    if (_stream == null) {
        // extract directly from the file
        builder = new Builder(_coreFile, _reader, 0, _fileResolvingAgent);
    } else {
        // extract using the data stream
        builder = new Builder(_coreFile, _stream, 0, _fileResolvingAgent);
    }
    _coreFile.extract(builder);
    String osType = builder.getOSType();
    String cpuType = builder.getCPUType();
    String cpuSubType = builder.getCPUSubType();
    long creationTime = builder.getCreationTime();
    _coreImage = new Image(osType, null, cpuType, cpuSubType, 0, 0, creationTime);
    Iterator spaces = builder.getAddressSpaces();
    while (spaces.hasNext()) {
        ImageAddressSpace addressSpace = (ImageAddressSpace) spaces.next();
        // Set all processes as having invalid runtimes
        for (Iterator processes = addressSpace.getProcesses(); processes.hasNext(); ) {
            ImageProcess process = (ImageProcess) processes.next();
            process.runtimeExtractionFailed(e);
        }
        _coreImage.addAddressSpace(addressSpace);
    }
}

Example 82 with Image

use of com.google.cloud.automl.v1.Image in project java-vision by googleapis.

the class ITSystemTest method detectLandmarksUrlTest.

@Test
public void detectLandmarksUrlTest() throws Exception {
    ImageSource imgSource = ImageSource.newBuilder().setImageUri(SAMPLE_URI + "landmark/pofa.jpg").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();
    List<String> actual = new ArrayList<>();
    int tryCount = 0;
    int maxTries = 3;
    while (tryCount < maxTries) {
        try {
            actual = addResponsesToList(request);
            break;
        } catch (StatusRuntimeException ex) {
            tryCount++;
            System.out.println("retrying due to request throttling or DOS prevention...");
            TimeUnit.SECONDS.sleep(30);
        }
    }
    assertThat(actual).contains("Palace of Fine Arts");
}

Example 83 with Image

use of com.google.cloud.automl.v1.Image in project java-vision by googleapis.

the class ITSystemTest method detectWebEntitiesIncludeGeoResultsTest.

@Test
public void detectWebEntitiesIncludeGeoResultsTest() throws IOException {
    ByteString imgBytes = ByteString.readFrom(new FileInputStream(RESOURCES + "city.jpg"));
    Image img = Image.newBuilder().setContent(imgBytes).build();
    Feature feat = Feature.newBuilder().setType(Type.WEB_DETECTION).setMaxResults(MAX_RESULTS).build();
    WebDetectionParams webDetectionParams = WebDetectionParams.newBuilder().setIncludeGeoResults(true).build();
    ImageContext imageContext = ImageContext.newBuilder().setWebDetectionParams(webDetectionParams).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feat).setImageContext(imageContext).setImage(img).build();
    BatchAnnotateImagesResponse response = imageAnnotatorClient.batchAnnotateImages(ImmutableList.of(request));
    List<AnnotateImageResponse> responses = response.getResponsesList();
    List<String> actual = new ArrayList<>();
    for (AnnotateImageResponse imgResponse : responses) {
        for (WebDetection.WebEntity entity : imgResponse.getWebDetection().getWebEntitiesList()) {
            actual.add(entity.getDescription());
        }
    }
    List<String> expectedResults = new ArrayList<>();
    expectedResults.add("Skyscraper");
    expectedResults.add("Suburb");
    assertThat(actual).containsAnyIn(expectedResults);
}

Example 84 with Image

use of com.google.cloud.automl.v1.Image in project java-vision by googleapis.

the class ITSystemTest method detectWebEntitiesIncludeGeoResultsGcsTest.

@Test
public void detectWebEntitiesIncludeGeoResultsGcsTest() {
    ImageSource imgSource = ImageSource.newBuilder().setGcsImageUri(SAMPLE_BUCKET + "landmark/pofa.jpg").build();
    Image img = Image.newBuilder().setSource(imgSource).build();
    Feature feat = Feature.newBuilder().setType(Type.WEB_DETECTION).setMaxResults(MAX_RESULTS).build();
    WebDetectionParams webDetectionParams = WebDetectionParams.newBuilder().setIncludeGeoResults(true).build();
    ImageContext imageContext = ImageContext.newBuilder().setWebDetectionParams(webDetectionParams).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feat).setImageContext(imageContext).setImage(img).build();
    BatchAnnotateImagesResponse response = imageAnnotatorClient.batchAnnotateImages(ImmutableList.of(request));
    List<AnnotateImageResponse> responses = response.getResponsesList();
    List<String> actual = new ArrayList<>();
    System.out.println("WebEntitiesGeo SIZE");
    System.out.println(actual.size());
    for (AnnotateImageResponse imgResponse : responses) {
        for (WebDetection.WebEntity entity : imgResponse.getWebDetection().getWebEntitiesList()) {
            actual.add(entity.getDescription());
        }
    }
    assertThat(actual).contains("The Palace Of Fine Arts");
}

Example 85 with Image

use of com.google.cloud.automl.v1.Image in project java-vision by googleapis.

the class Detect method detectDocumentText.

/**
 * Performs document text detection on a local image file.
 *
 * @param filePath The path to the local file to detect document text on.
 * @throws Exception on errors while closing the client.
 * @throws IOException on Input/Output errors.
 */
// [START vision_fulltext_detection]
public static void detectDocumentText(String filePath) throws IOException {
    List<AnnotateImageRequest> requests = new ArrayList<>();
    ByteString imgBytes = ByteString.readFrom(new FileInputStream(filePath));
    Image img = Image.newBuilder().setContent(imgBytes).build();
    Feature feat = Feature.newBuilder().setType(Type.DOCUMENT_TEXT_DETECTION).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feat).setImage(img).build();
    requests.add(request);
    // the "close" method on the client to safely clean up any remaining background resources.
    try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
        BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
        List<AnnotateImageResponse> responses = response.getResponsesList();
        client.close();
        for (AnnotateImageResponse res : responses) {
            if (res.hasError()) {
                System.out.format("Error: %s%n", res.getError().getMessage());
                return;
            }
            // For full list of available annotations, see http://g.co/cloud/vision/docs
            TextAnnotation annotation = res.getFullTextAnnotation();
            for (Page page : annotation.getPagesList()) {
                String pageText = "";
                for (Block block : page.getBlocksList()) {
                    String blockText = "";
                    for (Paragraph para : block.getParagraphsList()) {
                        String paraText = "";
                        for (Word word : para.getWordsList()) {
                            String wordText = "";
                            for (Symbol symbol : word.getSymbolsList()) {
                                wordText = wordText + symbol.getText();
                                System.out.format("Symbol text: %s (confidence: %f)%n", symbol.getText(), symbol.getConfidence());
                            }
                            System.out.format("Word text: %s (confidence: %f)%n%n", wordText, word.getConfidence());
                            paraText = String.format("%s %s", paraText, wordText);
                        }
                        // Output Example using Paragraph:
                        System.out.println("%nParagraph: %n" + paraText);
                        System.out.format("Paragraph Confidence: %f%n", para.getConfidence());
                        blockText = blockText + paraText;
                    }
                    pageText = pageText + blockText;
                }
            }
            System.out.println("%nComplete annotation:");
            System.out.println(annotation.getText());
        }
    }
}