// Copyright 2021 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.aiplatform.v1beta1.schema; import "google/cloud/aiplatform/v1beta1/schema/annotation_spec_color.proto"; import "google/cloud/aiplatform/v1beta1/schema/geometry.proto"; import "google/protobuf/duration.proto"; option csharp_namespace = "Google.Cloud.AIPlatform.V1Beta1.Schema"; option go_package = "cloud.google.com/go/aiplatform/apiv1beta1/schema/schemapb;schemapb"; option java_multiple_files = true; option java_outer_classname = "AnnotationPayloadProto"; option java_package = "com.google.cloud.aiplatform.v1beta1.schema"; option php_namespace = "Google\\Cloud\\AIPlatform\\V1beta1\\Schema"; option ruby_package = "Google::Cloud::AIPlatform::V1beta1::Schema"; // Annotation details specific to image classification. message ImageClassificationAnnotation { // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 1; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 2; } // Annotation details specific to image object detection. message ImageBoundingBoxAnnotation { // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 1; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 2; // The leftmost coordinate of the bounding box. double x_min = 3; // The rightmost coordinate of the bounding box. double x_max = 4; // The topmost coordinate of the bounding box. double y_min = 5; // The bottommost coordinate of the bounding box. double y_max = 6; } // Annotation details specific to image segmentation. message ImageSegmentationAnnotation { // The mask based segmentation annotation. message MaskAnnotation { // Google Cloud Storage URI that points to the mask image. The image must be // in PNG format. It must have the same size as the DataItem's image. Each // pixel in the image mask represents the AnnotationSpec which the pixel in // the image DataItem belong to. Each color is mapped to one AnnotationSpec // based on annotation_spec_colors. string mask_gcs_uri = 1; // The mapping between color and AnnotationSpec for this Annotation. repeated AnnotationSpecColor annotation_spec_colors = 2; } // Represents a polygon in image. message PolygonAnnotation { // The vertexes are connected one by one and the last vertex is connected to // the first one to represent a polygon. repeated Vertex vertexes = 1; // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 2; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 3; } // Represents a polyline in image. message PolylineAnnotation { // The vertexes are connected one by one and the last vertex in not // connected to the first one. repeated Vertex vertexes = 1; // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 2; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 3; } oneof annotation { // Mask based segmentation annotation. Only one mask annotation can exist // for one image. MaskAnnotation mask_annotation = 3; // Polygon annotation. PolygonAnnotation polygon_annotation = 4; // Polyline annotation. PolylineAnnotation polyline_annotation = 5; } } // Annotation details specific to text classification. message TextClassificationAnnotation { // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 1; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 2; } // Annotation details specific to text extraction. message TextExtractionAnnotation { // The segment of the text content. TextSegment text_segment = 1; // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 2; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 3; } // The text segment inside of DataItem. message TextSegment { // Zero-based character index of the first character of the text // segment (counting characters from the beginning of the text). uint64 start_offset = 1; // Zero-based character index of the first character past the end of // the text segment (counting character from the beginning of the text). // The character at the end_offset is NOT included in the text segment. uint64 end_offset = 2; // The text content in the segment for output only. string content = 3; } // Annotation details specific to text sentiment. message TextSentimentAnnotation { // The sentiment score for text. int32 sentiment = 1; // The sentiment max score for text. int32 sentiment_max = 2; // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 3; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 4; } // Annotation details specific to video classification. message VideoClassificationAnnotation { // This Annotation applies to the time period represented by the TimeSegment. // If it's not set, the Annotation applies to the whole video. TimeSegment time_segment = 1; // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 2; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 3; } // A time period inside of a DataItem that has a time dimension (e.g. video). message TimeSegment { // Start of the time segment (inclusive), represented as the duration since // the start of the DataItem. google.protobuf.Duration start_time_offset = 1; // End of the time segment (exclusive), represented as the duration since the // start of the DataItem. google.protobuf.Duration end_time_offset = 2; } // Annotation details specific to video object tracking. message VideoObjectTrackingAnnotation { // A time (frame) of a video to which this annotation pertains. // Represented as the duration since the video's start. google.protobuf.Duration time_offset = 1; // The leftmost coordinate of the bounding box. double x_min = 2; // The rightmost coordinate of the bounding box. double x_max = 3; // The topmost coordinate of the bounding box. double y_min = 4; // The bottommost coordinate of the bounding box. double y_max = 5; // The instance of the object, expressed as a positive integer. Used to track // the same object across different frames. int64 instance_id = 6; // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 7; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 8; } // Annotation details specific to video action recognition. message VideoActionRecognitionAnnotation { // This Annotation applies to the time period represented by the TimeSegment. // If it's not set, the Annotation applies to the whole video. TimeSegment time_segment = 1; // The resource Id of the AnnotationSpec that this Annotation pertains to. string annotation_spec_id = 2; // The display name of the AnnotationSpec that this Annotation pertains to. string display_name = 3; }