Examples with ComparedFace com.amazonaws.services.rekognition.model.ComparedFace used on opensource projects

Example 1 with ComparedFace

use of com.amazonaws.services.rekognition.model.ComparedFace in project amplify-android by aws-amplify.

the class AWSRekognitionService method detectCelebrities.

private List<CelebrityDetails> detectCelebrities(ByteBuffer imageData) throws PredictionsException {
    RecognizeCelebritiesRequest request = new RecognizeCelebritiesRequest().withImage(new Image().withBytes(imageData));
    // Recognize celebrities in the given image via Amazon Rekognition
    final RecognizeCelebritiesResult result;
    try {
        result = rekognition.recognizeCelebrities(request);
    } catch (AmazonClientException serviceException) {
        throw new PredictionsException("Amazon Rekognition encountered an error while recognizing celebrities.", serviceException, "See attached service exception for more details.");
    }
    List<CelebrityDetails> celebrities = new ArrayList<>();
    for (com.amazonaws.services.rekognition.model.Celebrity rekognitionCelebrity : result.getCelebrityFaces()) {
        Celebrity amplifyCelebrity = Celebrity.builder().id(rekognitionCelebrity.getId()).value(rekognitionCelebrity.getName()).confidence(rekognitionCelebrity.getMatchConfidence()).build();
        // Get face-specific celebrity details from the result
        ComparedFace face = rekognitionCelebrity.getFace();
        RectF box = RekognitionResultTransformers.fromBoundingBox(face.getBoundingBox());
        Pose pose = RekognitionResultTransformers.fromRekognitionPose(face.getPose());
        List<Landmark> landmarks = RekognitionResultTransformers.fromLandmarks(face.getLandmarks());
        // Get URL links that are relevant to celebrities
        List<URL> urls = new ArrayList<>();
        for (String url : rekognitionCelebrity.getUrls()) {
            try {
                urls.add(new URL(url));
            } catch (MalformedURLException badUrl) {
            // Ignore bad URL
            }
        }
        CelebrityDetails details = CelebrityDetails.builder().celebrity(amplifyCelebrity).box(box).pose(pose).landmarks(landmarks).urls(urls).build();
        celebrities.add(details);
    }
    return celebrities;
}

Example 2 with ComparedFace

use of com.amazonaws.services.rekognition.model.ComparedFace in project aws-doc-sdk-examples by awsdocs.

the class CompareFaces method main.

public static void main(String[] args) throws Exception {
    Float similarityThreshold = 70F;
    // Replace sourceFile and targetFile with the image files you want to compare.
    String sourceImage = "source.jpg";
    String targetImage = "target.jpg";
    ByteBuffer sourceImageBytes = null;
    ByteBuffer targetImageBytes = null;
    AmazonRekognition rekognitionClient = AmazonRekognitionClientBuilder.defaultClient();
    // Load source and target images and create input parameters
    try (InputStream inputStream = new FileInputStream(new File(sourceImage))) {
        sourceImageBytes = ByteBuffer.wrap(IOUtils.toByteArray(inputStream));
    } catch (Exception e) {
        System.out.println("Failed to load source image " + sourceImage);
        System.exit(1);
    }
    try (InputStream inputStream = new FileInputStream(new File(targetImage))) {
        targetImageBytes = ByteBuffer.wrap(IOUtils.toByteArray(inputStream));
    } catch (Exception e) {
        System.out.println("Failed to load target images: " + targetImage);
        System.exit(1);
    }
    Image source = new Image().withBytes(sourceImageBytes);
    Image target = new Image().withBytes(targetImageBytes);
    CompareFacesRequest request = new CompareFacesRequest().withSourceImage(source).withTargetImage(target).withSimilarityThreshold(similarityThreshold);
    // Call operation
    CompareFacesResult compareFacesResult = rekognitionClient.compareFaces(request);
    // Display results
    List<CompareFacesMatch> faceDetails = compareFacesResult.getFaceMatches();
    for (CompareFacesMatch match : faceDetails) {
        ComparedFace face = match.getFace();
        BoundingBox position = face.getBoundingBox();
        System.out.println("Face at " + position.getLeft().toString() + " " + position.getTop() + " matches with " + face.getConfidence().toString() + "% confidence.");
    }
    List<ComparedFace> uncompared = compareFacesResult.getUnmatchedFaces();
    System.out.println("There was " + uncompared.size() + " face(s) that did not match");
    System.out.println("Source image rotation: " + compareFacesResult.getSourceImageOrientationCorrection());
    System.out.println("target image rotation: " + compareFacesResult.getTargetImageOrientationCorrection());
}