vision

README

Auto-generated vision v1 clients

This package includes auto-generated clients for the vision v1 API.

Use the handwritten client (in the parent directory, cloud.google.com/go/vision) in preference to this.

This code is EXPERIMENTAL and subject to CHANGE AT ANY TIME.

Documentation

Overview

Integrates Google Vision features, including image labeling, face, logo, and landmark detection, optical character recognition (OCR), and detection of explicit content, into applications.

Index

• func DefaultAuthScopes() []string
• func NewImageFromReader(r io.Reader) (*pb.Image, error)
• func NewImageFromURI(uri string) *pb.Image
• type Chin
• type Ears
• type Eye
• type Eyebrow
• type Eyebrows
• type Eyes
• type FaceLandmarks
  • func FaceFromLandmarks(landmarks []*pb.FaceAnnotation_Landmark) *FaceLandmarks
• type ImageAnnotatorCallOptions
• type ImageAnnotatorClient
  • func NewImageAnnotatorClient(ctx context.Context, opts ...option.ClientOption) (*ImageAnnotatorClient, error)
  • func (c *ImageAnnotatorClient) AnnotateImage(ctx context.Context, req *pb.AnnotateImageRequest, opts ...gax.CallOption) (*pb.AnnotateImageResponse, error)
  • func (c *ImageAnnotatorClient) BatchAnnotateImages(ctx context.Context, req *visionpb.BatchAnnotateImagesRequest, ...) (*visionpb.BatchAnnotateImagesResponse, error)
  • func (c *ImageAnnotatorClient) Close() error
  • func (c *ImageAnnotatorClient) Connection() *grpc.ClientConn
  • func (c *ImageAnnotatorClient) CropHints(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, ...) (*pb.CropHintsAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectDocumentText(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, ...) (*pb.TextAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectFaces(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, ...) ([]*pb.FaceAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectImageProperties(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, ...) (*pb.ImageProperties, error)
  • func (c *ImageAnnotatorClient) DetectLabels(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, ...) ([]*pb.EntityAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectLandmarks(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, ...) ([]*pb.EntityAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectLogos(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, ...) ([]*pb.EntityAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectSafeSearch(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, ...) (*pb.SafeSearchAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectTexts(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, ...) ([]*pb.EntityAnnotation, error)
  • func (c *ImageAnnotatorClient) DetectWeb(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, ...) (*pb.WebDetection, error)
• type Mouth
• type Nose

Examples

• ImageAnnotatorClient.AnnotateImage
• ImageAnnotatorClient.BatchAnnotateImages
• NewImageAnnotatorClient

Functions

func DefaultAuthScopes

func DefaultAuthScopes() []string

DefaultAuthScopes reports the default set of authentication scopes to use with this package.

func NewImageFromReader

func NewImageFromReader(r io.Reader) (*pb.Image, error)

NewImageFromReader reads the bytes of an image from r.

func NewImageFromURI

func NewImageFromURI(uri string) *pb.Image

NewImageFromURI returns an image that refers to an object in Google Cloud Storage (when the uri is of the form "gs://BUCKET/OBJECT") or at a public URL.

Types

type Chin

type Chin struct {
	Left, Center, Right *pb.Position
}

Chin represents a face's chin.

type Ears

type Ears struct {
	Left, Right *pb.Position
}

Ears represents a face's ears.

type Eye

type Eye struct {
	Left, Right, Top, Bottom, Center, Pupil *pb.Position
}

Eye represents a face's eye.

type Eyebrow

type Eyebrow struct {
	Top, Left, Right *pb.Position
}

Eyebrow represents a face's eyebrow.

type Eyebrows

type Eyebrows struct {
	Left, Right Eyebrow
}

Eyebrows represents a face's eyebrows.

type Eyes

type Eyes struct {
	Left, Right Eye
}

Eyes represents a face's eyes.

type FaceLandmarks

type FaceLandmarks struct {
	Eyebrows Eyebrows
	Eyes     Eyes
	Ears     Ears
	Nose     Nose
	Mouth    Mouth
	Chin     Chin
	Forehead *pb.Position
}

FaceLandmarks contains the positions of facial features detected by the service.

func FaceFromLandmarks

func FaceFromLandmarks(landmarks []*pb.FaceAnnotation_Landmark) *FaceLandmarks

FaceFromLandmarks converts the list of face landmarks returned by the service to a FaceLandmarks struct.

type ImageAnnotatorCallOptions

type ImageAnnotatorCallOptions struct {
	BatchAnnotateImages []gax.CallOption
}

ImageAnnotatorCallOptions contains the retry settings for each method of ImageAnnotatorClient.

type ImageAnnotatorClient

type ImageAnnotatorClient struct {

	// The call options for this service.
	CallOptions *ImageAnnotatorCallOptions
	// contains filtered or unexported fields
}

ImageAnnotatorClient is a client for interacting with Google Cloud Vision API.

func NewImageAnnotatorClient

func NewImageAnnotatorClient(ctx context.Context, opts ...option.ClientOption) (*ImageAnnotatorClient, error)

NewImageAnnotatorClient creates a new image annotator client.

Service that performs Google Cloud Vision API detection tasks over client images, such as face, landmark, logo, label, and text detection. The ImageAnnotator service returns detected entities from the images.

Example

ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
	// TODO: Handle error.
}
// TODO: Use client.
_ = c

func (*ImageAnnotatorClient) AnnotateImage

func (c *ImageAnnotatorClient) AnnotateImage(ctx context.Context, req *pb.AnnotateImageRequest, opts ...gax.CallOption) (*pb.AnnotateImageResponse, error)

AnnotateImage runs image detection and annotation for a single image.

Example

package main

import (
	vision "cloud.google.com/go/vision/apiv1"
	"golang.org/x/net/context"

	pb "google.golang.org/genproto/googleapis/cloud/vision/v1"
)

func main() {
	ctx := context.Background()
	c, err := vision.NewImageAnnotatorClient(ctx)
	if err != nil {
		// TODO: Handle error.
	}
	res, err := c.AnnotateImage(ctx, &pb.AnnotateImageRequest{
		Image: vision.NewImageFromURI("gs://my-bucket/my-image.png"),
		Features: []*pb.Feature{
			{Type: pb.Feature_LANDMARK_DETECTION, MaxResults: 5},
			{Type: pb.Feature_LABEL_DETECTION, MaxResults: 3},
		},
	})
	if err != nil {
		// TODO: Handle error.
	}
	// TODO: Use res.
	_ = res
}

func (*ImageAnnotatorClient) BatchAnnotateImages

func (c *ImageAnnotatorClient) BatchAnnotateImages(ctx context.Context, req *visionpb.BatchAnnotateImagesRequest, opts ...gax.CallOption) (*visionpb.BatchAnnotateImagesResponse, error)

BatchAnnotateImages run image detection and annotation for a batch of images.

Example

ctx := context.Background()
c, err := vision.NewImageAnnotatorClient(ctx)
if err != nil {
	// TODO: Handle error.
}

req := &visionpb.BatchAnnotateImagesRequest{
	// TODO: Fill request struct fields.
}
resp, err := c.BatchAnnotateImages(ctx, req)
if err != nil {
	// TODO: Handle error.
}
// TODO: Use resp.
_ = resp

func (*ImageAnnotatorClient) Close

func (c *ImageAnnotatorClient) Close() error

Close closes the connection to the API service. The user should invoke this when the client is no longer required.

func (*ImageAnnotatorClient) Connection

func (c *ImageAnnotatorClient) Connection() *grpc.ClientConn

Connection returns the client's connection to the API service.

func (*ImageAnnotatorClient) CropHints

func (c *ImageAnnotatorClient) CropHints(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.CropHintsAnnotation, error)

CropHints computes crop hints for the image.

func (*ImageAnnotatorClient) DetectDocumentText

func (c *ImageAnnotatorClient) DetectDocumentText(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.TextAnnotation, error)

DetectDocumentText performs full text (OCR) detection on the image.

func (*ImageAnnotatorClient) DetectFaces

func (c *ImageAnnotatorClient) DetectFaces(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.FaceAnnotation, error)

DetectFaces performs face detection on the image. At most maxResults results are returned.

func (*ImageAnnotatorClient) DetectImageProperties

func (c *ImageAnnotatorClient) DetectImageProperties(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.ImageProperties, error)

DetectImageProperties computes properties of the image.

func (*ImageAnnotatorClient) DetectLabels

func (c *ImageAnnotatorClient) DetectLabels(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)

DetectLabels performs label detection on the image. At most maxResults results are returned.

func (*ImageAnnotatorClient) DetectLandmarks

func (c *ImageAnnotatorClient) DetectLandmarks(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)

DetectLandmarks performs landmark detection on the image. At most maxResults results are returned.

func (*ImageAnnotatorClient) DetectLogos

func (c *ImageAnnotatorClient) DetectLogos(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)

DetectLogos performs logo detection on the image. At most maxResults results are returned.

func (*ImageAnnotatorClient) DetectSafeSearch

func (c *ImageAnnotatorClient) DetectSafeSearch(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.SafeSearchAnnotation, error)

DetectSafeSearch performs safe-search detection on the image.

func (*ImageAnnotatorClient) DetectTexts

func (c *ImageAnnotatorClient) DetectTexts(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, maxResults int, opts ...gax.CallOption) ([]*pb.EntityAnnotation, error)

DetectTexts performs text detection on the image. At most maxResults results are returned.

func (*ImageAnnotatorClient) DetectWeb

func (c *ImageAnnotatorClient) DetectWeb(ctx context.Context, img *pb.Image, ictx *pb.ImageContext, opts ...gax.CallOption) (*pb.WebDetection, error)

DetectWeb computes a web annotation on the image.

type Mouth

type Mouth struct {
	Left, Center, Right, UpperLip, LowerLip *pb.Position
}

Mouth represents a face's mouth.

type Nose

type Nose struct {
	Left, Right, Top, Bottom, Tip *pb.Position
}

Nose represents a face's nose.