Image Classifier - Classify Image

Service:

Cognitive Services - Custom Vision

API Version:

3.1

Mengklasifikasikan gambar dan menyimpan hasilnya.

POST {Endpoint}/customvision/v3.1/prediction/{projectId}/classify/iterations/{publishedName}/image

With optional parameters:

POST {Endpoint}/customvision/v3.1/prediction/{projectId}/classify/iterations/{publishedName}/image?application={application}

Parameter URI

Nama	Dalam	Diperlukan	Jenis	Deskripsi
imageData	formData	True	file	Data gambar biner. Format yang didukung adalah JPEG, GIF, PNG, dan BMP. Mendukung gambar hingga 4MB.
Endpoint	path	True	string	Titik akhir Cognitive Services yang didukung.
projectId	path	True	string uuid	Id proyek.
publishedName	path	True	string	Menentukan nama model yang akan dievaluasi.
application	query		string	Pilihan. Menentukan nama aplikasi menggunakan titik akhir.

Header Permintaan

Media Types: "multipart/form-data", "application/octet-stream"

Nama	Diperlukan	Jenis	Deskripsi
Prediction-Key	True	string

Respons

Nama	Jenis	Deskripsi
200 OK	ImagePrediction	OK Media Types: "application/json", "application/xml", "text/xml"
Other Status Codes	CustomVisionError	Respons kesalahan Media Types: "application/json", "application/xml", "text/xml"

Keamanan

Prediction-Key

Type: apiKey
In: header

Contoh

Successful ClassifyImage request

Sample Request

HTTP

POST https://westus.api.cognitive.microsoft.com/customvision/v3.1/prediction/64b822c5-8082-4b36-a426-27225f4aa18c/classify/iterations/MyModel1/image

Sample Response

Status code:

200

{
  "id": "951098b2-9b69-427b-bddb-d5cb618874e3",
  "project": "64b822c5-8082-4b36-a426-27225f4aa18c",
  "iteration": "fe1e83c4-6f50-4899-9544-6bb08cf0e15a",
  "created": "2019-03-06T02:15:00Z",
  "predictions": [
    {
      "tagId": "e31ff107-5505-4753-be42-b369b21b026c",
      "tagName": "Hemlock",
      "probability": 0.05149666
    },
    {
      "tagId": "349d72ac-0948-4d51-b1e4-c14a1f9b848a",
      "tagName": "Japanese Cherry",
      "probability": 0.000193528482
    }
  ]
}

Definisi

Nama	Deskripsi
BoundingBox	Kotak pembatas yang menentukan wilayah gambar.
CustomVisionError
CustomVisionErrorCodes	Kode kesalahan.
ImagePrediction	Hasil permintaan prediksi gambar.
Prediction	Hasil prediksi.
TagType	Jenis tag yang diprediksi.

BoundingBox

Kotak pembatas yang menentukan wilayah gambar.

Nama	Jenis	Deskripsi
height	number	Tinggi.
left	number	Koordinat batas kiri.
top	number	Koordinat batas atas.
width	number	Lebar.

CustomVisionError

Nama	Jenis	Deskripsi
code	CustomVisionErrorCodes	Kode kesalahan.
message	string	Pesan yang menjelaskan kesalahan yang dilaporkan oleh layanan.

CustomVisionErrorCodes

Kode kesalahan.

Nama	Jenis	Deskripsi
BadRequest	string
BadRequestCannotMigrateProjectWithName	string
BadRequestClassificationTrainingValidationFailed	string
BadRequestCustomerManagedKeyRevoked	string
BadRequestDetectionTrainingNotAllowNegativeTag	string
BadRequestDetectionTrainingValidationFailed	string
BadRequestDomainNotSupportedForAdvancedTraining	string
BadRequestExceedIterationPerProjectLimit	string
BadRequestExceedProjectLimit	string
BadRequestExceedTagPerImageLimit	string
BadRequestExceedTagPerProjectLimit	string
BadRequestExceededBatchSize	string
BadRequestExceededQuota	string
BadRequestExportAlreadyInProgress	string
BadRequestExportPlatformNotSupportedForAdvancedTraining	string
BadRequestExportValidationFailed	string
BadRequestExportWhileTraining	string
BadRequestImageBatch	string
BadRequestImageDimensions	string
BadRequestImageExceededCount	string
BadRequestImageFormat	string
BadRequestImageMetadataKey	string
BadRequestImageMetadataValue	string
BadRequestImageRegions	string
BadRequestImageSizeBytes	string
BadRequestImageStream	string
BadRequestImageTags	string
BadRequestImageUrl	string
BadRequestInvalid	string
BadRequestInvalidArtifactUri	string
BadRequestInvalidEmailAddress	string
BadRequestInvalidIds	string
BadRequestInvalidImportToken	string
BadRequestInvalidPublishName	string
BadRequestInvalidPublishTarget	string
BadRequestIterationDescription	string
BadRequestIterationIsNotTrained	string
BadRequestIterationIsPublished	string
BadRequestIterationName	string
BadRequestIterationNameNotUnique	string
BadRequestIterationNotPublished	string
BadRequestIterationValidationFailed	string
BadRequestMultiClassClassificationTrainingValidationFailed	string
BadRequestMultiLabelClassificationTrainingValidationFailed	string
BadRequestMultipleGeneralProductTag	string
BadRequestMultipleNegativeTag	string
BadRequestNegativeAndRegularTagOnSameImage	string
BadRequestNotLimitedTrial	string
BadRequestNotSupported	string
BadRequestOperationNotSupported	string
BadRequestPredictionIdsExceededCount	string
BadRequestPredictionIdsMissing	string
BadRequestPredictionInvalidApplicationName	string
BadRequestPredictionInvalidQueryParameters	string
BadRequestPredictionResultsExceededCount	string
BadRequestPredictionTagsExceededCount	string
BadRequestProjectDescription	string
BadRequestProjectDuplicated	string
BadRequestProjectImagePreprocessingSettings	string
BadRequestProjectName	string
BadRequestProjectNameNotUnique	string
BadRequestProjectUnknownClassification	string
BadRequestProjectUnknownDomain	string
BadRequestProjectUnsupportedDomainTypeChange	string
BadRequestProjectUnsupportedExportPlatform	string
BadRequestRequiredParamIsNull	string
BadRequestReservedBudgetInHoursNotEnoughForAdvancedTraining	string
BadRequestSubscriptionApi	string
BadRequestTagDescription	string
BadRequestTagName	string
BadRequestTagNameNotUnique	string
BadRequestTagType	string
BadRequestTrainingAlreadyInProgress	string
BadRequestTrainingNotNeeded	string
BadRequestTrainingNotNeededButTrainingPipelineUpdated	string
BadRequestTrainingValidationFailed	string
BadRequestUnpublishFailed	string
BadRequestUnsupportedDomain	string
BadRequestWorkspaceCannotBeModified	string
BadRequestWorkspaceNotDeletable	string
Conflict	string
ConflictInvalid	string
ErrorExporterInvalidClassifier	string
ErrorExporterInvalidFeaturizer	string
ErrorExporterInvalidPlatform	string
ErrorFeaturizationAugmentationError	string
ErrorFeaturizationAugmentationUnavailable	string
ErrorFeaturizationInvalidFeaturizer	string
ErrorFeaturizationQueueTimeout	string
ErrorFeaturizationServiceUnavailable	string
ErrorFeaturizationUnrecognizedJob	string
ErrorInvalid	string
ErrorIterationCopyFailed	string
ErrorPrediction	string
ErrorPredictionModelNotCached	string
ErrorPredictionModelNotFound	string
ErrorPredictionServiceUnavailable	string
ErrorPredictionStorage	string
ErrorPreparePerformanceMigrationFailed	string
ErrorProjectExportRequestFailed	string
ErrorProjectImportRequestFailed	string
ErrorProjectInvalidDomain	string
ErrorProjectInvalidPipelineConfiguration	string
ErrorProjectInvalidWorkspace	string
ErrorProjectTrainingRequestFailed	string
ErrorRegionProposal	string
ErrorUnknown	string
ErrorUnknownBaseModel	string
Forbidden	string
ForbiddenDRModeEnabled	string
ForbiddenInvalid	string
ForbiddenUser	string
ForbiddenUserDisabled	string
ForbiddenUserDoesNotExist	string
ForbiddenUserInsufficientCapability	string
ForbiddenUserResource	string
ForbiddenUserSignupAllowanceExceeded	string
ForbiddenUserSignupDisabled	string
NoError	string
NotFound	string
NotFoundApimSubscription	string
NotFoundDomain	string
NotFoundImage	string
NotFoundInvalid	string
NotFoundIteration	string
NotFoundIterationPerformance	string
NotFoundProject	string
NotFoundProjectDefaultIteration	string
NotFoundTag	string
UnsupportedMediaType	string

ImagePrediction

Hasil permintaan prediksi gambar.

Nama	Jenis	Deskripsi
created	string	Tanggal prediksi ini dibuat.
id	string	Id Prediksi.
iteration	string	Id Perulangan.
predictions	Prediction[]	Daftar prediksi.
project	string	Id Proyek.

Prediction

Hasil prediksi.

Nama	Jenis	Deskripsi
boundingBox	BoundingBox	Kotak pembatas prediksi.
probability	number	Probabilitas tag.
tagId	string	Id tag yang diprediksi.
tagName	string	Nama tag yang diprediksi.
tagType	TagType	Jenis tag yang diprediksi.

TagType

Jenis tag yang diprediksi.

Nama	Jenis	Deskripsi
GeneralProduct	string
Negative	string
Regular	string