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

Example 1 with BoundingBox

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

the class RecognizeCelebrities method main.

public static void main(String[] args) {
    // Change photo to the path and filename of your image.
    String photo = "moviestars.jpg";
    AmazonRekognition rekognitionClient = AmazonRekognitionClientBuilder.defaultClient();
    ByteBuffer imageBytes = null;
    try (InputStream inputStream = new FileInputStream(new File(photo))) {
        imageBytes = ByteBuffer.wrap(IOUtils.toByteArray(inputStream));
    } catch (Exception e) {
        System.out.println("Failed to load file " + photo);
        System.exit(1);
    }
    RecognizeCelebritiesRequest request = new RecognizeCelebritiesRequest().withImage(new Image().withBytes(imageBytes));
    System.out.println("Looking for celebrities in image " + photo + "\n");
    RecognizeCelebritiesResult result = rekognitionClient.recognizeCelebrities(request);
    // Display recognized celebrity information
    List<Celebrity> celebs = result.getCelebrityFaces();
    System.out.println(celebs.size() + " celebrity(s) were recognized.\n");
    for (Celebrity celebrity : celebs) {
        System.out.println("Celebrity recognized: " + celebrity.getName());
        System.out.println("Celebrity ID: " + celebrity.getId());
        BoundingBox boundingBox = celebrity.getFace().getBoundingBox();
        System.out.println("position: " + boundingBox.getLeft().toString() + " " + boundingBox.getTop().toString());
        System.out.println("Further information (if available):");
        for (String url : celebrity.getUrls()) {
            System.out.println(url);
        }
        System.out.println();
    }
    System.out.println(result.getUnrecognizedFaces().size() + " face(s) were unrecognized.");
}

Example 2 with BoundingBox

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

the class DisplayFaces method main.

public static void main(String[] arg) throws Exception {
    // Change the value of bucket to the S3 bucket that contains your image file.
    // Change the value of photo to your image file name.
    String photo = "input.png";
    String bucket = "bucket";
    int height = 0;
    int width = 0;
    // Get the image from an S3 Bucket
    AmazonS3 s3client = AmazonS3ClientBuilder.defaultClient();
    com.amazonaws.services.s3.model.S3Object s3object = s3client.getObject(bucket, photo);
    S3ObjectInputStream inputStream = s3object.getObjectContent();
    BufferedImage image = ImageIO.read(inputStream);
    DetectFacesRequest request = new DetectFacesRequest().withImage(new Image().withS3Object(new S3Object().withName(photo).withBucket(bucket)));
    width = image.getWidth();
    height = image.getHeight();
    // Call DetectFaces
    AmazonRekognition amazonRekognition = AmazonRekognitionClientBuilder.defaultClient();
    DetectFacesResult result = amazonRekognition.detectFaces(request);
    // Show the bounding box info for each face.
    List<FaceDetail> faceDetails = result.getFaceDetails();
    for (FaceDetail face : faceDetails) {
        BoundingBox box = face.getBoundingBox();
        float left = width * box.getLeft();
        float top = height * box.getTop();
        System.out.println("Face:");
        System.out.println("Left: " + String.valueOf((int) left));
        System.out.println("Top: " + String.valueOf((int) top));
        System.out.println("Face Width: " + String.valueOf((int) (width * box.getWidth())));
        System.out.println("Face Height: " + String.valueOf((int) (height * box.getHeight())));
        System.out.println();
    }
    // Create frame and panel.
    JFrame frame = new JFrame("RotateImage");
    frame.setDefaultCloseOperation(JFrame.EXIT_ON_CLOSE);
    DisplayFaces panel = new DisplayFaces(result, image);
    panel.setPreferredSize(new Dimension(image.getWidth() / scale, image.getHeight() / scale));
    frame.setContentPane(panel);
    frame.pack();
    frame.setVisible(true);
}

Example 3 with BoundingBox

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

the class DisplayFaces method paintComponent.

// Draws the bounding box around the detected faces.
public void paintComponent(Graphics g) {
    float left = 0;
    float top = 0;
    int height = image.getHeight(this);
    int width = image.getWidth(this);
    // Create a Java2D version of g.
    Graphics2D g2d = (Graphics2D) g;
    // Draw the image.
    g2d.drawImage(image, 0, 0, width / scale, height / scale, this);
    g2d.setColor(new Color(0, 212, 0));
    // Iterate through faces and display bounding boxes.
    List<FaceDetail> faceDetails = result.getFaceDetails();
    for (FaceDetail face : faceDetails) {
        BoundingBox box = face.getBoundingBox();
        left = width * box.getLeft();
        top = height * box.getTop();
        g2d.drawRect(Math.round(left / scale), Math.round(top / scale), Math.round((width * box.getWidth()) / scale), Math.round((height * box.getHeight())) / scale);
    }
}

Example 4 with BoundingBox

use of com.amazonaws.services.rekognition.model.BoundingBox 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());
}

Example 5 with BoundingBox

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

the class RekognitionResultTransformersTest method testBoundingBoxConversion.

/**
 * Tests that the rectangular boundary from Rekognition
 * is converted to an equivalent Android rectangle object.
 */
@Test
public void testBoundingBoxConversion() {
    BoundingBox box = randomBox();
    RectF rect = RekognitionResultTransformers.fromBoundingBox(box);
    assertEquals(box.getHeight(), rect.height(), DELTA);
    assertEquals(box.getWidth(), rect.width(), DELTA);
    assertEquals(box.getLeft(), rect.left, DELTA);
    assertEquals(box.getTop(), rect.top, DELTA);
}