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syntax = "proto3";
package yandex.cloud.ai.vision.v2;
import "yandex/cloud/ai/vision/v2/image.proto";
option go_package = "github.com/yandex-cloud/go-genproto/yandex/cloud/ai/vision/v2;vision";
option java_package = "yandex.cloud.api.ai.vision.v2";
//Description of single label
message Label {
// Label name
string name = 1;
// human readable description of label
string description = 2;
}
//Image annotation for specific label
message ClassAnnotation {
// list of annotated labels
Label label = 1;
// confidence for each label
double confidence = 2;
}
//Specification of model used for annotation
message ClassifierSpecification {
enum ClassificationType {
CLASSIFICATION_TYPE_UNSPECIFIED = 0;
MULTI_LABEL = 1;
MULTI_CLASS = 2;
}
// List of labels, annotated by service
repeated Label labels = 1;
// type of annotation: exclusive (multi-class) or non-exclusive (multi-label)
ClassificationType classification_type = 2;
}
//
message AnnotationResponse {
// internal service requestId
string request_id = 1;
// class specification
ClassifierSpecification classifier_specification = 2;
// annotations for each class
repeated ClassAnnotation annotations = 3;
}
//request for annotation
message AnnotationRequest {
// image to annotate
Image image = 1;
}
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