datalabeling/v1beta1/annotation.proto

// Copyright 2019 Google LLC.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
//     http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//

syntax = "proto3";

package google.cloud.datalabeling.v1beta1;

import "google/cloud/datalabeling/v1beta1/annotation_spec_set.proto";
import "google/protobuf/duration.proto";

option csharp_namespace = "Google.Cloud.DataLabeling.V1Beta1";
option go_package = "cloud.google.com/go/datalabeling/apiv1beta1/datalabelingpb;datalabelingpb";
option java_multiple_files = true;
option java_package = "com.google.cloud.datalabeling.v1beta1";
option php_namespace = "Google\\Cloud\\DataLabeling\\V1beta1";
option ruby_package = "Google::Cloud::DataLabeling::V1beta1";

// Specifies where the annotation comes from (whether it was provided by a
// human labeler or a different source).
enum AnnotationSource {
  ANNOTATION_SOURCE_UNSPECIFIED = 0;

  // Answer is provided by a human contributor.
  OPERATOR = 3;
}

// Annotation for Example. Each example may have one or more annotations. For
// example in image classification problem, each image might have one or more
// labels. We call labels binded with this image an Annotation.
message Annotation {
  // Output only. Unique name of this annotation, format is:
  //
  // projects/{project_id}/datasets/{dataset_id}/annotatedDatasets/{annotated_dataset}/examples/{example_id}/annotations/{annotation_id}
  string name = 1;

  // Output only. The source of the annotation.
  AnnotationSource annotation_source = 2;

  // Output only. This is the actual annotation value, e.g classification,
  // bounding box values are stored here.
  AnnotationValue annotation_value = 3;

  // Output only. Annotation metadata, including information like votes
  // for labels.
  AnnotationMetadata annotation_metadata = 4;

  // Output only. Sentiment for this annotation.
  AnnotationSentiment annotation_sentiment = 6;
}

enum AnnotationSentiment {
  ANNOTATION_SENTIMENT_UNSPECIFIED = 0;

  // This annotation describes negatively about the data.
  NEGATIVE = 1;

  // This label describes positively about the data.
  POSITIVE = 2;
}

enum AnnotationType {
  ANNOTATION_TYPE_UNSPECIFIED = 0;

  // Classification annotations in an image. Allowed for continuous evaluation.
  IMAGE_CLASSIFICATION_ANNOTATION = 1;

  // Bounding box annotations in an image. A form of image object detection.
  // Allowed for continuous evaluation.
  IMAGE_BOUNDING_BOX_ANNOTATION = 2;

  // Oriented bounding box. The box does not have to be parallel to horizontal
  // line.
  IMAGE_ORIENTED_BOUNDING_BOX_ANNOTATION = 13;

  // Bounding poly annotations in an image.
  IMAGE_BOUNDING_POLY_ANNOTATION = 10;

  // Polyline annotations in an image.
  IMAGE_POLYLINE_ANNOTATION = 11;

  // Segmentation annotations in an image.
  IMAGE_SEGMENTATION_ANNOTATION = 12;

  // Classification annotations in video shots.
  VIDEO_SHOTS_CLASSIFICATION_ANNOTATION = 3;

  // Video object tracking annotation.
  VIDEO_OBJECT_TRACKING_ANNOTATION = 4;

  // Video object detection annotation.
  VIDEO_OBJECT_DETECTION_ANNOTATION = 5;

  // Video event annotation.
  VIDEO_EVENT_ANNOTATION = 6;

  // Classification for text. Allowed for continuous evaluation.
  TEXT_CLASSIFICATION_ANNOTATION = 8;

  // Entity extraction for text.
  TEXT_ENTITY_EXTRACTION_ANNOTATION = 9;

  // General classification. Allowed for continuous evaluation.
  GENERAL_CLASSIFICATION_ANNOTATION = 14;
}

// Annotation value for an example.
message AnnotationValue {
  oneof value_type {
    // Annotation value for image classification case.
    ImageClassificationAnnotation image_classification_annotation = 1;

    // Annotation value for image bounding box, oriented bounding box
    // and polygon cases.
    ImageBoundingPolyAnnotation image_bounding_poly_annotation = 2;

    // Annotation value for image polyline cases.
    // Polyline here is different from BoundingPoly. It is formed by
    // line segments connected to each other but not closed form(Bounding Poly).
    // The line segments can cross each other.
    ImagePolylineAnnotation image_polyline_annotation = 8;

    // Annotation value for image segmentation.
    ImageSegmentationAnnotation image_segmentation_annotation = 9;

    // Annotation value for text classification case.
    TextClassificationAnnotation text_classification_annotation = 3;

    // Annotation value for text entity extraction case.
    TextEntityExtractionAnnotation text_entity_extraction_annotation = 10;

    // Annotation value for video classification case.
    VideoClassificationAnnotation video_classification_annotation = 4;

    // Annotation value for video object detection and tracking case.
    VideoObjectTrackingAnnotation video_object_tracking_annotation = 5;

    // Annotation value for video event case.
    VideoEventAnnotation video_event_annotation = 6;
  }
}

// Image classification annotation definition.
message ImageClassificationAnnotation {
  // Label of image.
  AnnotationSpec annotation_spec = 1;
}

// A vertex represents a 2D point in the image.
// NOTE: the vertex coordinates are in the same scale as the original image.
message Vertex {
  // X coordinate.
  int32 x = 1;

  // Y coordinate.
  int32 y = 2;
}

// A vertex represents a 2D point in the image.
// NOTE: the normalized vertex coordinates are relative to the original image
// and range from 0 to 1.
message NormalizedVertex {
  // X coordinate.
  float x = 1;

  // Y coordinate.
  float y = 2;
}

// A bounding polygon in the image.
message BoundingPoly {
  // The bounding polygon vertices.
  repeated Vertex vertices = 1;
}

// Normalized bounding polygon.
message NormalizedBoundingPoly {
  // The bounding polygon normalized vertices.
  repeated NormalizedVertex normalized_vertices = 1;
}

// Image bounding poly annotation. It represents a polygon including
// bounding box in the image.
message ImageBoundingPolyAnnotation {
  // The region of the polygon. If it is a bounding box, it is guaranteed to be
  // four points.
  oneof bounded_area {
    BoundingPoly bounding_poly = 2;

    NormalizedBoundingPoly normalized_bounding_poly = 3;
  }

  // Label of object in this bounding polygon.
  AnnotationSpec annotation_spec = 1;
}

// A line with multiple line segments.
message Polyline {
  // The polyline vertices.
  repeated Vertex vertices = 1;
}

// Normalized polyline.
message NormalizedPolyline {
  // The normalized polyline vertices.
  repeated NormalizedVertex normalized_vertices = 1;
}

// A polyline for the image annotation.
message ImagePolylineAnnotation {
  oneof poly {
    Polyline polyline = 2;

    NormalizedPolyline normalized_polyline = 3;
  }

  // Label of this polyline.
  AnnotationSpec annotation_spec = 1;
}

// Image segmentation annotation.
message ImageSegmentationAnnotation {
  // The mapping between rgb color and annotation spec. The key is the rgb
  // color represented in format of rgb(0, 0, 0). The value is the
  // AnnotationSpec.
  map<string, AnnotationSpec> annotation_colors = 1;

  // Image format.
  string mime_type = 2;

  // A byte string of a full image's color map.
  bytes image_bytes = 3;
}

// Text classification annotation.
message TextClassificationAnnotation {
  // Label of the text.
  AnnotationSpec annotation_spec = 1;
}

// Text entity extraction annotation.
message TextEntityExtractionAnnotation {
  // Label of the text entities.
  AnnotationSpec annotation_spec = 1;

  // Position of the entity.
  SequentialSegment sequential_segment = 2;
}

// Start and end position in a sequence (e.g. text segment).
message SequentialSegment {
  // Start position (inclusive).
  int32 start = 1;

  // End position (exclusive).
  int32 end = 2;
}

// A time period inside of an example that has a time dimension (e.g. video).
message TimeSegment {
  // Start of the time segment (inclusive), represented as the duration since
  // the example start.
  google.protobuf.Duration start_time_offset = 1;

  // End of the time segment (exclusive), represented as the duration since the
  // example start.
  google.protobuf.Duration end_time_offset = 2;
}

// Video classification annotation.
message VideoClassificationAnnotation {
  // The time segment of the video to which the annotation applies.
  TimeSegment time_segment = 1;

  // Label of the segment specified by time_segment.
  AnnotationSpec annotation_spec = 2;
}

// Video frame level annotation for object detection and tracking.
message ObjectTrackingFrame {
  // The bounding box location of this object track for the frame.
  oneof bounded_area {
    BoundingPoly bounding_poly = 1;

    NormalizedBoundingPoly normalized_bounding_poly = 2;
  }

  // The time offset of this frame relative to the beginning of the video.
  google.protobuf.Duration time_offset = 3;
}

// Video object tracking annotation.
message VideoObjectTrackingAnnotation {
  // Label of the object tracked in this annotation.
  AnnotationSpec annotation_spec = 1;

  // The time segment of the video to which object tracking applies.
  TimeSegment time_segment = 2;

  // The list of frames where this object track appears.
  repeated ObjectTrackingFrame object_tracking_frames = 3;
}

// Video event annotation.
message VideoEventAnnotation {
  // Label of the event in this annotation.
  AnnotationSpec annotation_spec = 1;

  // The time segment of the video to which the annotation applies.
  TimeSegment time_segment = 2;
}

// Additional information associated with the annotation.
message AnnotationMetadata {
  // Metadata related to human labeling.
  OperatorMetadata operator_metadata = 2;
}

// General information useful for labels coming from contributors.
message OperatorMetadata {
  // Confidence score corresponding to a label. For examle, if 3 contributors
  // have answered the question and 2 of them agree on the final label, the
  // confidence score will be 0.67 (2/3).
  float score = 1;

  // The total number of contributors that answer this question.
  int32 total_votes = 2;

  // The total number of contributors that choose this label.
  int32 label_votes = 3;

  // Comments from contributors.
  repeated string comments = 4;
}