use of com.google.api.services.vision.v1.model.Feature in project java-docs-samples by GoogleCloudPlatform.
the class DetectLandmark method identifyLandmark.
/**
* Gets up to {@code maxResults} landmarks for an image stored at {@code uri}.
*/
public List<EntityAnnotation> identifyLandmark(String uri, int maxResults) throws IOException {
AnnotateImageRequest request = new AnnotateImageRequest().setImage(new Image().setSource(new ImageSource().setGcsImageUri(uri))).setFeatures(ImmutableList.of(new Feature().setType("LANDMARK_DETECTION").setMaxResults(maxResults)));
Vision.Images.Annotate annotate = vision.images().annotate(new BatchAnnotateImagesRequest().setRequests(ImmutableList.of(request)));
// Due to a bug: requests to Vision API containing large images fail when GZipped.
annotate.setDisableGZipContent(true);
BatchAnnotateImagesResponse batchResponse = annotate.execute();
assert batchResponse.getResponses().size() == 1;
AnnotateImageResponse response = batchResponse.getResponses().get(0);
if (response.getLandmarkAnnotations() == null) {
throw new IOException(response.getError() != null ? response.getError().getMessage() : "Unknown error getting image annotations");
}
return response.getLandmarkAnnotations();
}
use of com.google.api.services.vision.v1.model.Feature in project java-docs-samples by GoogleCloudPlatform.
the class TextApp method detectText.
/**
* Gets up to {@code maxResults} text annotations for images stored at {@code paths}.
*/
public ImmutableList<ImageText> detectText(List<Path> paths) {
ImmutableList.Builder<AnnotateImageRequest> requests = ImmutableList.builder();
try {
for (Path path : paths) {
byte[] data;
data = Files.readAllBytes(path);
requests.add(new AnnotateImageRequest().setImage(new Image().encodeContent(data)).setFeatures(ImmutableList.of(new Feature().setType("TEXT_DETECTION").setMaxResults(MAX_RESULTS))));
}
Vision.Images.Annotate annotate = vision.images().annotate(new BatchAnnotateImagesRequest().setRequests(requests.build()));
// Due to a bug: requests to Vision API containing large images fail when GZipped.
annotate.setDisableGZipContent(true);
BatchAnnotateImagesResponse batchResponse = annotate.execute();
assert batchResponse.getResponses().size() == paths.size();
ImmutableList.Builder<ImageText> output = ImmutableList.builder();
for (int i = 0; i < paths.size(); i++) {
Path path = paths.get(i);
AnnotateImageResponse response = batchResponse.getResponses().get(i);
output.add(ImageText.builder().path(path).textAnnotations(MoreObjects.firstNonNull(response.getTextAnnotations(), ImmutableList.<EntityAnnotation>of())).error(response.getError()).build());
}
return output.build();
} catch (IOException ex) {
// Got an exception, which means the whole batch had an error.
ImmutableList.Builder<ImageText> output = ImmutableList.builder();
for (Path path : paths) {
output.add(ImageText.builder().path(path).textAnnotations(ImmutableList.<EntityAnnotation>of()).error(new Status().setMessage(ex.getMessage())).build());
}
return output.build();
}
}
use of com.google.api.services.vision.v1.model.Feature in project java-docs-samples by GoogleCloudPlatform.
the class FaceDetectApp method detectFaces.
// [START detect_face]
/**
* Gets up to {@code maxResults} faces for an image stored at {@code path}.
*/
public List<FaceAnnotation> detectFaces(Path path, int maxResults) throws IOException {
byte[] data = Files.readAllBytes(path);
AnnotateImageRequest request = new AnnotateImageRequest().setImage(new Image().encodeContent(data)).setFeatures(ImmutableList.of(new Feature().setType("FACE_DETECTION").setMaxResults(maxResults)));
Vision.Images.Annotate annotate = vision.images().annotate(new BatchAnnotateImagesRequest().setRequests(ImmutableList.of(request)));
// Due to a bug: requests to Vision API containing large images fail when GZipped.
annotate.setDisableGZipContent(true);
BatchAnnotateImagesResponse batchResponse = annotate.execute();
assert batchResponse.getResponses().size() == 1;
AnnotateImageResponse response = batchResponse.getResponses().get(0);
if (response.getFaceAnnotations() == null) {
throw new IOException(response.getError() != null ? response.getError().getMessage() : "Unknown error getting image annotations");
}
return response.getFaceAnnotations();
}
use of com.google.api.services.vision.v1.model.Feature in project java-docs-samples by GoogleCloudPlatform.
the class LabelApp method labelImage.
/**
* Gets up to {@code maxResults} labels for an image stored at {@code path}.
*/
public List<EntityAnnotation> labelImage(Path path, int maxResults) throws IOException {
// [START construct_request]
byte[] data = Files.readAllBytes(path);
AnnotateImageRequest request = new AnnotateImageRequest().setImage(new Image().encodeContent(data)).setFeatures(ImmutableList.of(new Feature().setType("LABEL_DETECTION").setMaxResults(maxResults)));
Vision.Images.Annotate annotate = vision.images().annotate(new BatchAnnotateImagesRequest().setRequests(ImmutableList.of(request)));
// Due to a bug: requests to Vision API containing large images fail when GZipped.
annotate.setDisableGZipContent(true);
// [END construct_request]
// [START parse_response]
BatchAnnotateImagesResponse batchResponse = annotate.execute();
assert batchResponse.getResponses().size() == 1;
AnnotateImageResponse response = batchResponse.getResponses().get(0);
if (response.getLabelAnnotations() == null) {
throw new IOException(response.getError() != null ? response.getError().getMessage() : "Unknown error getting image annotations");
}
return response.getLabelAnnotations();
// [END parse_response]
}
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