Examples with Feature com.google.cloud.vision.v1p3beta1.Feature used on opensource projects

Example 56 with Feature

use of com.google.cloud.vision.v1p3beta1.Feature in project ddf by codice.

the class KmlMarshallerTest method unmarshallNullStream.

@Test(expected = NoSuchElementException.class)
public void unmarshallNullStream() {
    final Kml kml = kmlMarshaller.unmarshal(null).get();
    final Feature feature = kml.getFeature();
    assertThat(feature.getName(), is("Simple placemark"));
}

Example 57 with Feature

use of com.google.cloud.vision.v1p3beta1.Feature in project osate-plugin by sireum.

the class Visitor method buildEndPoint.

private List<org.sireum.hamr.ir.EndPoint> buildEndPoint(ConnectionInstanceEnd connInstEnd, List<String> path) {
    List<org.sireum.hamr.ir.EndPoint> result = VisitorUtil.iList();
    final List<String> component = Arrays.asList(connInstEnd.getComponentInstance().getInstanceObjectPath().split("\\."));
    final Position componentPos = VisitorUtil.buildPosInfo(connInstEnd.getComponentInstance().getInstantiatedObjects().get(0));
    if (connInstEnd instanceof FeatureInstance) {
        FeatureInstance connElem = (FeatureInstance) connInstEnd;
        String featurePre = connElem.getFeature().getName();
        FeatureInstance temp = connElem;
        while (temp.eContainer() instanceof FeatureInstance) {
            featurePre = ((FeatureInstance) temp.eContainer()).getName() + "_" + featurePre;
            temp = (FeatureInstance) temp.eContainer();
        }
        if (connElem.getCategory() == FeatureCategory.FEATURE_GROUP && !connElem.getFeatureInstances().isEmpty()) {
            // Feature ff = connElem.getFeature().getRefined();
            final String fp = featurePre;
            result = VisitorUtil.addAll(result, connElem.getFeatureInstances().stream().flatMap(fii -> flattenFeatureGroupInstance(fii, fp, component, componentPos, false).stream()).collect(Collectors.toList()));
        } else if (connElem.getCategory() == FeatureCategory.BUS_ACCESS) {
            final List<String> feature = VisitorUtil.add(component, featurePre);
            final Position featurePos = VisitorUtil.buildPosInfo(connElem.getInstantiatedObjects().get(0));
            final AadlASTJavaFactory.Direction direction = AadlASTJavaFactory.Direction.InOut;
            result = VisitorUtil.add(result, factory.endPoint(factory.name(component, componentPos), factory.name(feature, featurePos), direction));
        } else {
            final List<String> feature = VisitorUtil.add(component, featurePre);
            final Position featurePos = VisitorUtil.buildPosInfo(connElem.getInstantiatedObjects().get(0));
            final AadlASTJavaFactory.Direction direction = handleDirection(connElem.getDirection());
            result = VisitorUtil.add(result, factory.endPoint(factory.name(component, componentPos), factory.name(feature, featurePos), direction));
        }
    // org.sireum.hamr.ir.Feature f = buildFeature(connElem, component);
    // if(connElem.getCategory() == FeatureCategory.FEATURE_GROUP) {
    // connElem.getFeatureInstances().forEach(fi -> {
    // 
    // });
    // }
    // final List<String> component = (connElem.getgetContext() != null) && (connElem
    // .getContext() instanceof Subcomponent)
    // ? VisitorUtil.add(path, connElem.getContext().getName())
    // : path;
    } else if (connInstEnd instanceof ComponentInstance) {
        result = VisitorUtil.toIList(factory.endPoint(factory.name(component, componentPos), null, null));
    } else if (connInstEnd instanceof ModeTransitionInstance) {
        throw new RuntimeException("Need to handle ModeTransitionInstanceImpl: " + connInstEnd);
    } else {
        throw new RuntimeException("Unexpected: " + connInstEnd);
    }
    if (result.size() > 1) {
    // System.out.println("");
    }
    return result;
}

Example 58 with Feature

use of com.google.cloud.vision.v1p3beta1.Feature in project java-docs-samples by GoogleCloudPlatform.

the class ImageMagick method accept.

// [END functions_imagemagick_setup]
// [START functions_imagemagick_analyze]
@Override
public // Blurs uploaded images that are flagged as Adult or Violence.
void accept(CloudEvent event) {
    // Extract the GCS Event data from the CloudEvent's data payload.
    GcsEvent data = getEventData(event);
    // Validate parameters
    if (data.getBucket() == null || data.getName() == null) {
        logger.severe("Error: Malformed GCS event.");
        return;
    }
    BlobInfo blobInfo = BlobInfo.newBuilder(data.getBucket(), data.getName()).build();
    // Construct URI to GCS bucket and file.
    String gcsPath = String.format("gs://%s/%s", data.getBucket(), data.getName());
    logger.info(String.format("Analyzing %s", data.getName()));
    // Construct request.
    ImageSource imgSource = ImageSource.newBuilder().setImageUri(gcsPath).build();
    Image img = Image.newBuilder().setSource(imgSource).build();
    Feature feature = Feature.newBuilder().setType(Type.SAFE_SEARCH_DETECTION).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feature).setImage(img).build();
    List<AnnotateImageRequest> requests = List.of(request);
    // Send request to the Vision API.
    try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
        BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
        List<AnnotateImageResponse> responses = response.getResponsesList();
        for (AnnotateImageResponse res : responses) {
            if (res.hasError()) {
                logger.info(String.format("Error: %s", res.getError().getMessage()));
                return;
            }
            // Get Safe Search Annotations
            SafeSearchAnnotation annotation = res.getSafeSearchAnnotation();
            if (annotation.getAdultValue() == 5 || annotation.getViolenceValue() == 5) {
                logger.info(String.format("Detected %s as inappropriate.", data.getName()));
                blur(blobInfo);
            } else {
                logger.info(String.format("Detected %s as OK.", data.getName()));
            }
        }
    } catch (IOException e) {
        logger.log(Level.SEVERE, "Error with Vision API: " + e.getMessage(), e);
    }
}

Example 59 with Feature

use of com.google.cloud.vision.v1p3beta1.Feature in project java-docs-samples by GoogleCloudPlatform.

the class ImageMagick method accept.

// [END functions_imagemagick_setup]
// [START functions_imagemagick_analyze]
@Override
public // Blurs uploaded images that are flagged as Adult or Violence.
void accept(GcsEvent event, Context context) {
    // Validate parameters
    if (event.getBucket() == null || event.getName() == null) {
        logger.severe("Error: Malformed GCS event.");
        return;
    }
    BlobInfo blobInfo = BlobInfo.newBuilder(event.getBucket(), event.getName()).build();
    // Construct URI to GCS bucket and file.
    String gcsPath = String.format("gs://%s/%s", event.getBucket(), event.getName());
    logger.info(String.format("Analyzing %s", event.getName()));
    // Construct request.
    ImageSource imgSource = ImageSource.newBuilder().setImageUri(gcsPath).build();
    Image img = Image.newBuilder().setSource(imgSource).build();
    Feature feature = Feature.newBuilder().setType(Type.SAFE_SEARCH_DETECTION).build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feature).setImage(img).build();
    List<AnnotateImageRequest> requests = List.of(request);
    // Send request to the Vision API.
    try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
        BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
        List<AnnotateImageResponse> responses = response.getResponsesList();
        for (AnnotateImageResponse res : responses) {
            if (res.hasError()) {
                logger.info(String.format("Error: %s", res.getError().getMessage()));
                return;
            }
            // Get Safe Search Annotations
            SafeSearchAnnotation annotation = res.getSafeSearchAnnotation();
            if (annotation.getAdultValue() == 5 || annotation.getViolenceValue() == 5) {
                logger.info(String.format("Detected %s as inappropriate.", event.getName()));
                blur(blobInfo);
            } else {
                logger.info(String.format("Detected %s as OK.", event.getName()));
            }
        }
    } catch (IOException e) {
        logger.log(Level.SEVERE, "Error with Vision API: " + e.getMessage(), e);
    }
}

Example 60 with Feature

use of com.google.cloud.vision.v1p3beta1.Feature in project java-vision by googleapis.

the class DetectBeta method detectHandwrittenOcr.

// [END vision_localize_objects_gcs_beta]
// [START vision_handwritten_ocr_beta]
/**
 * Performs handwritten text detection on a local image file.
 *
 * @param filePath The path to the local file to detect handwritten text on.
 * @param out A {@link PrintStream} to write the results to.
 * @throws Exception on errors while closing the client.
 * @throws IOException on Input/Output errors.
 */
public static void detectHandwrittenOcr(String filePath, PrintStream out) throws Exception {
    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();
    // Set the Language Hint codes for handwritten OCR
    ImageContext imageContext = ImageContext.newBuilder().addLanguageHints("en-t-i0-handwrit").build();
    AnnotateImageRequest request = AnnotateImageRequest.newBuilder().addFeatures(feat).setImage(img).setImageContext(imageContext).build();
    requests.add(request);
    try (ImageAnnotatorClient client = ImageAnnotatorClient.create()) {
        BatchAnnotateImagesResponse response = client.batchAnnotateImages(requests);
        List<AnnotateImageResponse> responses = response.getResponsesList();
        client.close();
        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
            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();
                                out.format("Symbol text: %s (confidence: %f)\n", symbol.getText(), symbol.getConfidence());
                            }
                            out.format("Word text: %s (confidence: %f)\n\n", wordText, word.getConfidence());
                            paraText = String.format("%s %s", paraText, wordText);
                        }
                        // Output Example using Paragraph:
                        out.println("\nParagraph: \n" + paraText);
                        out.format("Paragraph Confidence: %f\n", para.getConfidence());
                        blockText = blockText + paraText;
                    }
                    pageText = pageText + blockText;
                }
            }
            out.println("\nComplete annotation:");
            out.println(annotation.getText());
        }
    }
}