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Example 26 with VideoSegment

use of com.google.cloud.videointelligence.v1p3beta1.VideoSegment in project java-video-intelligence by googleapis.

the class TrackObjects method trackObjectsGcs.

// [END video_object_tracking_beta]
// [START video_object_tracking_gcs_beta]
/**
 * Track objects in a video.
 *
 * @param gcsUri the path to the video file to analyze.
 */
public static VideoAnnotationResults trackObjectsGcs(String gcsUri) throws Exception {
    try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) {
        // Create the request
        AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder().setInputUri(gcsUri).addFeatures(Feature.OBJECT_TRACKING).setLocationId("us-east1").build();
        // asynchronously perform object tracking on videos
        OperationFuture<AnnotateVideoResponse, AnnotateVideoProgress> future = client.annotateVideoAsync(request);
        System.out.println("Waiting for operation to complete...");
        // The first result is retrieved because a single video was processed.
        AnnotateVideoResponse response = future.get(450, TimeUnit.SECONDS);
        VideoAnnotationResults results = response.getAnnotationResults(0);
        // Get only the first annotation for demo purposes.
        ObjectTrackingAnnotation annotation = results.getObjectAnnotations(0);
        System.out.println("Confidence: " + annotation.getConfidence());
        if (annotation.hasEntity()) {
            Entity entity = annotation.getEntity();
            System.out.println("Entity description: " + entity.getDescription());
            System.out.println("Entity id:: " + entity.getEntityId());
        }
        if (annotation.hasSegment()) {
            VideoSegment videoSegment = annotation.getSegment();
            Duration startTimeOffset = videoSegment.getStartTimeOffset();
            Duration endTimeOffset = videoSegment.getEndTimeOffset();
            // Display the segment time in seconds, 1e9 converts nanos to seconds
            System.out.println(String.format("Segment: %.2fs to %.2fs", startTimeOffset.getSeconds() + startTimeOffset.getNanos() / 1e9, endTimeOffset.getSeconds() + endTimeOffset.getNanos() / 1e9));
        }
        // Here we print only the bounding box of the first frame in this segment.
        ObjectTrackingFrame frame = annotation.getFrames(0);
        // Display the offset time in seconds, 1e9 converts nanos to seconds
        Duration timeOffset = frame.getTimeOffset();
        System.out.println(String.format("Time offset of the first frame: %.2fs", timeOffset.getSeconds() + timeOffset.getNanos() / 1e9));
        // Display the bounding box of the detected object
        NormalizedBoundingBox normalizedBoundingBox = frame.getNormalizedBoundingBox();
        System.out.println("Bounding box position:");
        System.out.println("\tleft: " + normalizedBoundingBox.getLeft());
        System.out.println("\ttop: " + normalizedBoundingBox.getTop());
        System.out.println("\tright: " + normalizedBoundingBox.getRight());
        System.out.println("\tbottom: " + normalizedBoundingBox.getBottom());
        return results;
    }
}
Also used : VideoIntelligenceServiceClient(com.google.cloud.videointelligence.v1p2beta1.VideoIntelligenceServiceClient) ObjectTrackingFrame(com.google.cloud.videointelligence.v1p2beta1.ObjectTrackingFrame) AnnotateVideoProgress(com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoProgress) Entity(com.google.cloud.videointelligence.v1p2beta1.Entity) NormalizedBoundingBox(com.google.cloud.videointelligence.v1p2beta1.NormalizedBoundingBox) ObjectTrackingAnnotation(com.google.cloud.videointelligence.v1p2beta1.ObjectTrackingAnnotation) VideoSegment(com.google.cloud.videointelligence.v1p2beta1.VideoSegment) AnnotateVideoRequest(com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoRequest) VideoAnnotationResults(com.google.cloud.videointelligence.v1p2beta1.VideoAnnotationResults) Duration(com.google.protobuf.Duration) AnnotateVideoResponse(com.google.cloud.videointelligence.v1p2beta1.AnnotateVideoResponse)

Example 27 with VideoSegment

use of com.google.cloud.videointelligence.v1p3beta1.VideoSegment in project java-video-intelligence by googleapis.

the class DetectLogo method detectLogo.

public static void detectLogo(String localFilePath) throws IOException, ExecutionException, InterruptedException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) {
        // Read the files contents
        Path path = Paths.get(localFilePath);
        byte[] data = Files.readAllBytes(path);
        ByteString inputContent = ByteString.copyFrom(data);
        // Build the request with the inputContent and set the Feature
        AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder().setInputContent(inputContent).addFeatures(Feature.LOGO_RECOGNITION).build();
        // Make the asynchronous request
        AnnotateVideoResponse response = client.annotateVideoAsync(request).get();
        // Get the first response, since we sent only one video.
        VideoAnnotationResults annotationResult = response.getAnnotationResultsList().get(0);
        // Annotations for list of logos detected, tracked and recognized in the video.
        for (LogoRecognitionAnnotation logoRecognitionAnnotation : annotationResult.getLogoRecognitionAnnotationsList()) {
            Entity entity = logoRecognitionAnnotation.getEntity();
            // Opaque entity ID. Some IDs may be available in [Google Knowledge Graph Search
            // API](https://developers.google.com/knowledge-graph/).
            System.out.printf("Entity Id: %s\n", entity.getEntityId());
            System.out.printf("Description: %s\n", entity.getDescription());
            // instance appearing in consecutive frames.
            for (Track track : logoRecognitionAnnotation.getTracksList()) {
                // Video segment of a track.
                VideoSegment segment = track.getSegment();
                Duration segmentStartTimeOffset = segment.getStartTimeOffset();
                System.out.printf("\n\tStart Time Offset: %s.%s\n", segmentStartTimeOffset.getSeconds(), segmentStartTimeOffset.getNanos());
                Duration segmentEndTimeOffset = segment.getEndTimeOffset();
                System.out.printf("\tEnd Time Offset: %s.%s\n", segmentEndTimeOffset.getSeconds(), segmentEndTimeOffset.getNanos());
                System.out.printf("\tConfidence: %s\n", track.getConfidence());
                // The object with timestamp and attributes per frame in the track.
                for (TimestampedObject timestampedObject : track.getTimestampedObjectsList()) {
                    // Normalized Bounding box in a frame, where the object is located.
                    NormalizedBoundingBox normalizedBoundingBox = timestampedObject.getNormalizedBoundingBox();
                    System.out.printf("\n\t\tLeft: %s\n", normalizedBoundingBox.getLeft());
                    System.out.printf("\t\tTop: %s\n", normalizedBoundingBox.getTop());
                    System.out.printf("\t\tRight: %s\n", normalizedBoundingBox.getRight());
                    System.out.printf("\t\tBottom: %s\n", normalizedBoundingBox.getBottom());
                    // Optional. The attributes of the object in the bounding box.
                    for (DetectedAttribute attribute : timestampedObject.getAttributesList()) {
                        System.out.printf("\n\t\t\tName: %s\n", attribute.getName());
                        System.out.printf("\t\t\tConfidence: %s\n", attribute.getConfidence());
                        System.out.printf("\t\t\tValue: %s\n", attribute.getValue());
                    }
                }
                // Optional. Attributes in the track level.
                for (DetectedAttribute trackAttribute : track.getAttributesList()) {
                    System.out.printf("\n\t\tName : %s\n", trackAttribute.getName());
                    System.out.printf("\t\tConfidence : %s\n", trackAttribute.getConfidence());
                    System.out.printf("\t\tValue : %s\n", trackAttribute.getValue());
                }
            }
            // of the same logo class appearing in one VideoSegment.
            for (VideoSegment logoRecognitionAnnotationSegment : logoRecognitionAnnotation.getSegmentsList()) {
                Duration logoRecognitionAnnotationSegmentStartTimeOffset = logoRecognitionAnnotationSegment.getStartTimeOffset();
                System.out.printf("\n\tStart Time Offset : %s.%s\n", logoRecognitionAnnotationSegmentStartTimeOffset.getSeconds(), logoRecognitionAnnotationSegmentStartTimeOffset.getNanos());
                Duration logoRecognitionAnnotationSegmentEndTimeOffset = logoRecognitionAnnotationSegment.getEndTimeOffset();
                System.out.printf("\tEnd Time Offset : %s.%s\n", logoRecognitionAnnotationSegmentEndTimeOffset.getSeconds(), logoRecognitionAnnotationSegmentEndTimeOffset.getNanos());
            }
        }
    }
}
Also used : Path(java.nio.file.Path) Entity(com.google.cloud.videointelligence.v1p3beta1.Entity) AnnotateVideoRequest(com.google.cloud.videointelligence.v1p3beta1.AnnotateVideoRequest) ByteString(com.google.protobuf.ByteString) Duration(com.google.protobuf.Duration) VideoIntelligenceServiceClient(com.google.cloud.videointelligence.v1p3beta1.VideoIntelligenceServiceClient) NormalizedBoundingBox(com.google.cloud.videointelligence.v1p3beta1.NormalizedBoundingBox) VideoSegment(com.google.cloud.videointelligence.v1p3beta1.VideoSegment) TimestampedObject(com.google.cloud.videointelligence.v1p3beta1.TimestampedObject) VideoAnnotationResults(com.google.cloud.videointelligence.v1p3beta1.VideoAnnotationResults) LogoRecognitionAnnotation(com.google.cloud.videointelligence.v1p3beta1.LogoRecognitionAnnotation) DetectedAttribute(com.google.cloud.videointelligence.v1p3beta1.DetectedAttribute) Track(com.google.cloud.videointelligence.v1p3beta1.Track) AnnotateVideoResponse(com.google.cloud.videointelligence.v1p3beta1.AnnotateVideoResponse)

Example 28 with VideoSegment

use of com.google.cloud.videointelligence.v1p3beta1.VideoSegment in project java-video-intelligence by googleapis.

the class DetectLogoGcs method detectLogoGcs.

public static void detectLogoGcs(String inputUri) throws IOException, ExecutionException, InterruptedException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) {
        // Build the request with the inputUri and set the Feature
        AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder().setInputUri(inputUri).addFeatures(Feature.LOGO_RECOGNITION).build();
        // Make the asynchronous request
        AnnotateVideoResponse response = client.annotateVideoAsync(request).get();
        // Get the first response, since we sent only one video.
        VideoAnnotationResults annotationResult = response.getAnnotationResultsList().get(0);
        // Annotations for list of logos detected, tracked and recognized in the video.
        for (LogoRecognitionAnnotation logoRecognitionAnnotation : annotationResult.getLogoRecognitionAnnotationsList()) {
            Entity entity = logoRecognitionAnnotation.getEntity();
            // Opaque entity ID. Some IDs may be available in [Google Knowledge Graph Search
            // API](https://developers.google.com/knowledge-graph/).
            System.out.printf("Entity Id: %s\n", entity.getEntityId());
            System.out.printf("Description: %s\n", entity.getDescription());
            // instance appearing in consecutive frames.
            for (Track track : logoRecognitionAnnotation.getTracksList()) {
                // Video segment of a track.
                VideoSegment segment = track.getSegment();
                Duration segmentStartTimeOffset = segment.getStartTimeOffset();
                System.out.printf("\n\tStart Time Offset: %s.%s\n", segmentStartTimeOffset.getSeconds(), segmentStartTimeOffset.getNanos());
                Duration segmentEndTimeOffset = segment.getEndTimeOffset();
                System.out.printf("\tEnd Time Offset: %s.%s\n", segmentEndTimeOffset.getSeconds(), segmentEndTimeOffset.getNanos());
                System.out.printf("\tConfidence: %s\n", track.getConfidence());
                // The object with timestamp and attributes per frame in the track.
                for (TimestampedObject timestampedObject : track.getTimestampedObjectsList()) {
                    // Normalized Bounding box in a frame, where the object is located.
                    NormalizedBoundingBox normalizedBoundingBox = timestampedObject.getNormalizedBoundingBox();
                    System.out.printf("\n\t\tLeft: %s\n", normalizedBoundingBox.getLeft());
                    System.out.printf("\t\tTop: %s\n", normalizedBoundingBox.getTop());
                    System.out.printf("\t\tRight: %s\n", normalizedBoundingBox.getRight());
                    System.out.printf("\t\tBottom: %s\n", normalizedBoundingBox.getBottom());
                    // Optional. The attributes of the object in the bounding box.
                    for (DetectedAttribute attribute : timestampedObject.getAttributesList()) {
                        System.out.printf("\n\t\t\tName: %s\n", attribute.getName());
                        System.out.printf("\t\t\tConfidence: %s\n", attribute.getConfidence());
                        System.out.printf("\t\t\tValue: %s\n", attribute.getValue());
                    }
                }
                // Optional. Attributes in the track level.
                for (DetectedAttribute trackAttribute : track.getAttributesList()) {
                    System.out.printf("\n\t\tName : %s\n", trackAttribute.getName());
                    System.out.printf("\t\tConfidence : %s\n", trackAttribute.getConfidence());
                    System.out.printf("\t\tValue : %s\n", trackAttribute.getValue());
                }
            }
            // of the same logo class appearing in one VideoSegment.
            for (VideoSegment logoRecognitionAnnotationSegment : logoRecognitionAnnotation.getSegmentsList()) {
                Duration logoRecognitionAnnotationSegmentStartTimeOffset = logoRecognitionAnnotationSegment.getStartTimeOffset();
                System.out.printf("\n\tStart Time Offset : %s.%s\n", logoRecognitionAnnotationSegmentStartTimeOffset.getSeconds(), logoRecognitionAnnotationSegmentStartTimeOffset.getNanos());
                Duration logoRecognitionAnnotationSegmentEndTimeOffset = logoRecognitionAnnotationSegment.getEndTimeOffset();
                System.out.printf("\tEnd Time Offset : %s.%s\n", logoRecognitionAnnotationSegmentEndTimeOffset.getSeconds(), logoRecognitionAnnotationSegmentEndTimeOffset.getNanos());
            }
        }
    }
}
Also used : VideoIntelligenceServiceClient(com.google.cloud.videointelligence.v1p3beta1.VideoIntelligenceServiceClient) Entity(com.google.cloud.videointelligence.v1p3beta1.Entity) NormalizedBoundingBox(com.google.cloud.videointelligence.v1p3beta1.NormalizedBoundingBox) VideoSegment(com.google.cloud.videointelligence.v1p3beta1.VideoSegment) AnnotateVideoRequest(com.google.cloud.videointelligence.v1p3beta1.AnnotateVideoRequest) TimestampedObject(com.google.cloud.videointelligence.v1p3beta1.TimestampedObject) VideoAnnotationResults(com.google.cloud.videointelligence.v1p3beta1.VideoAnnotationResults) Duration(com.google.protobuf.Duration) LogoRecognitionAnnotation(com.google.cloud.videointelligence.v1p3beta1.LogoRecognitionAnnotation) DetectedAttribute(com.google.cloud.videointelligence.v1p3beta1.DetectedAttribute) Track(com.google.cloud.videointelligence.v1p3beta1.Track) AnnotateVideoResponse(com.google.cloud.videointelligence.v1p3beta1.AnnotateVideoResponse)

Example 29 with VideoSegment

use of com.google.cloud.videointelligence.v1p3beta1.VideoSegment in project java-video-intelligence by googleapis.

the class LogoDetection method detectLogo.

public static void detectLogo(String filePath) throws IOException, ExecutionException, InterruptedException, TimeoutException {
    // the "close" method on the client to safely clean up any remaining background resources.
    try (VideoIntelligenceServiceClient client = VideoIntelligenceServiceClient.create()) {
        // Read file
        Path path = Paths.get(filePath);
        byte[] data = Files.readAllBytes(path);
        // Create the request
        AnnotateVideoRequest request = AnnotateVideoRequest.newBuilder().setInputContent(ByteString.copyFrom(data)).addFeatures(Feature.LOGO_RECOGNITION).build();
        // asynchronously perform object tracking on videos
        OperationFuture<AnnotateVideoResponse, AnnotateVideoProgress> future = client.annotateVideoAsync(request);
        System.out.println("Waiting for operation to complete...");
        // The first result is retrieved because a single video was processed.
        AnnotateVideoResponse response = future.get(300, TimeUnit.SECONDS);
        VideoAnnotationResults annotationResult = response.getAnnotationResults(0);
        // Annotations for list of logos detected, tracked and recognized in video.
        for (LogoRecognitionAnnotation logoRecognitionAnnotation : annotationResult.getLogoRecognitionAnnotationsList()) {
            Entity entity = logoRecognitionAnnotation.getEntity();
            // Opaque entity ID. Some IDs may be available in
            // [Google Knowledge Graph Search API](https://developers.google.com/knowledge-graph/).
            System.out.printf("Entity Id : %s\n", entity.getEntityId());
            System.out.printf("Description : %s\n", entity.getDescription());
            // instance appearing in consecutive frames.
            for (Track track : logoRecognitionAnnotation.getTracksList()) {
                // Video segment of a track.
                Duration startTimeOffset = track.getSegment().getStartTimeOffset();
                System.out.printf("\n\tStart Time Offset: %s.%s\n", startTimeOffset.getSeconds(), startTimeOffset.getNanos());
                Duration endTimeOffset = track.getSegment().getEndTimeOffset();
                System.out.printf("\tEnd Time Offset: %s.%s\n", endTimeOffset.getSeconds(), endTimeOffset.getNanos());
                System.out.printf("\tConfidence: %s\n", track.getConfidence());
                // The object with timestamp and attributes per frame in the track.
                for (TimestampedObject timestampedObject : track.getTimestampedObjectsList()) {
                    // Normalized Bounding box in a frame, where the object is located.
                    NormalizedBoundingBox normalizedBoundingBox = timestampedObject.getNormalizedBoundingBox();
                    System.out.printf("\n\t\tLeft: %s\n", normalizedBoundingBox.getLeft());
                    System.out.printf("\t\tTop: %s\n", normalizedBoundingBox.getTop());
                    System.out.printf("\t\tRight: %s\n", normalizedBoundingBox.getRight());
                    System.out.printf("\t\tBottom: %s\n", normalizedBoundingBox.getBottom());
                    // Optional. The attributes of the object in the bounding box.
                    for (DetectedAttribute attribute : timestampedObject.getAttributesList()) {
                        System.out.printf("\n\t\t\tName: %s\n", attribute.getName());
                        System.out.printf("\t\t\tConfidence: %s\n", attribute.getConfidence());
                        System.out.printf("\t\t\tValue: %s\n", attribute.getValue());
                    }
                }
                // Optional. Attributes in the track level.
                for (DetectedAttribute trackAttribute : track.getAttributesList()) {
                    System.out.printf("\n\t\tName : %s\n", trackAttribute.getName());
                    System.out.printf("\t\tConfidence : %s\n", trackAttribute.getConfidence());
                    System.out.printf("\t\tValue : %s\n", trackAttribute.getValue());
                }
            }
            // of the same logo class appearing in one VideoSegment.
            for (VideoSegment segment : logoRecognitionAnnotation.getSegmentsList()) {
                System.out.printf("\n\tStart Time Offset : %s.%s\n", segment.getStartTimeOffset().getSeconds(), segment.getStartTimeOffset().getNanos());
                System.out.printf("\tEnd Time Offset : %s.%s\n", segment.getEndTimeOffset().getSeconds(), segment.getEndTimeOffset().getNanos());
            }
        }
    }
}
Also used : Path(java.nio.file.Path) Entity(com.google.cloud.videointelligence.v1.Entity) AnnotateVideoRequest(com.google.cloud.videointelligence.v1.AnnotateVideoRequest) Duration(com.google.protobuf.Duration) VideoIntelligenceServiceClient(com.google.cloud.videointelligence.v1.VideoIntelligenceServiceClient) AnnotateVideoProgress(com.google.cloud.videointelligence.v1.AnnotateVideoProgress) NormalizedBoundingBox(com.google.cloud.videointelligence.v1.NormalizedBoundingBox) VideoSegment(com.google.cloud.videointelligence.v1.VideoSegment) TimestampedObject(com.google.cloud.videointelligence.v1.TimestampedObject) VideoAnnotationResults(com.google.cloud.videointelligence.v1.VideoAnnotationResults) LogoRecognitionAnnotation(com.google.cloud.videointelligence.v1.LogoRecognitionAnnotation) DetectedAttribute(com.google.cloud.videointelligence.v1.DetectedAttribute) Track(com.google.cloud.videointelligence.v1.Track) AnnotateVideoResponse(com.google.cloud.videointelligence.v1.AnnotateVideoResponse)

Aggregations

AnnotateVideoProgress (com.google.cloud.videointelligence.v1.AnnotateVideoProgress)19 AnnotateVideoRequest (com.google.cloud.videointelligence.v1.AnnotateVideoRequest)19 AnnotateVideoResponse (com.google.cloud.videointelligence.v1.AnnotateVideoResponse)19 VideoAnnotationResults (com.google.cloud.videointelligence.v1.VideoAnnotationResults)19 VideoIntelligenceServiceClient (com.google.cloud.videointelligence.v1.VideoIntelligenceServiceClient)19 VideoSegment (com.google.cloud.videointelligence.v1.VideoSegment)19 Duration (com.google.protobuf.Duration)18 Path (java.nio.file.Path)12 DetectedAttribute (com.google.cloud.videointelligence.v1.DetectedAttribute)8 Entity (com.google.cloud.videointelligence.v1.Entity)8 NormalizedBoundingBox (com.google.cloud.videointelligence.v1.NormalizedBoundingBox)8 TimestampedObject (com.google.cloud.videointelligence.v1.TimestampedObject)8 Track (com.google.cloud.videointelligence.v1.Track)8 LogoRecognitionAnnotation (com.google.cloud.videointelligence.v1.LogoRecognitionAnnotation)4 NormalizedVertex (com.google.cloud.videointelligence.v1.NormalizedVertex)4 ObjectTrackingAnnotation (com.google.cloud.videointelligence.v1.ObjectTrackingAnnotation)4 ObjectTrackingFrame (com.google.cloud.videointelligence.v1.ObjectTrackingFrame)4 TextAnnotation (com.google.cloud.videointelligence.v1.TextAnnotation)4 TextFrame (com.google.cloud.videointelligence.v1.TextFrame)4 TextSegment (com.google.cloud.videointelligence.v1.TextSegment)4