Object Detector - Analyze Image

Layanan:: Azure AI Services

Versi API:: 3.1

Mendeteksi objek dalam gambar dan menyimpan hasilnya.

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

Dengan parameter opsional:

POST {Endpoint}/customvision/v3.1/prediction/{projectId}/detect/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	Fakultatif. 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	Tanggapan kesalahan Media Types: "application/json", "application/xml", "text/xml"

Nama

Jenis

Deskripsi

200 OK

ImagePrediction

Media Types: "application/json", "application/xml", "text/xml"

Other Status Codes

CustomVisionError

Tanggapan kesalahan

Media Types: "application/json", "application/xml", "text/xml"

Keamanan

Prediction-Key

Jenis: apiKey
Dalam: header

Contoh

Successful DetectImage request

Permintaan sampel

HTTP

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

Respon sampel

Kode status:: 200

{
  "id": "64615ba1-b53f-e911-b05b-f8633f7a2ef1",
  "project": "fb5bc587-b53f-e911-b05b-f8633f7a2ef1",
  "iteration": "45c79472-7198-46e1-8ed7-bad2ca111957",
  "created": "2019-03-10T06:10:28Z",
  "predictions": [
    {
      "tagId": "7e703b80-3c7a-4c3c-bf48-9673c6891a75",
      "tagName": "Tag 1",
      "probability": 0.05149666,
      "boundingBox": {
        "left": 0.955476165,
        "top": 0,
        "width": 0.0412225723,
        "height": 0.156851858
      }
    },
    {
      "tagId": "a0d06a54-18e4-4787-a9f9-27a9c13a91e8",
      "tagName": "Tag 2",
      "probability": 0.000193528482,
      "boundingBox": {
        "left": 0.062178582,
        "top": 0,
        "width": 0.9378114,
        "height": 0.6830492
      }
    }
  ]
}

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

Objek

Kotak pembatas yang menentukan wilayah gambar.

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

CustomVisionError

Objek

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

CustomVisionErrorCodes

Enumeration

Kode kesalahan.

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

ImagePrediction

Objek

Hasil permintaan prediksi gambar.

Nama	Jenis	Deskripsi
created	string (date-time)	Tanggal prediksi ini dibuat.
id	string (uuid)	Id Prediksi.
iteration	string (uuid)	Id Perulangan.
predictions	Prediction[]	Daftar prediksi.
project	string (uuid)	Id Proyek.

Prediction

Objek

Hasil prediksi.

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

TagType

Enumeration

Jenis tag yang diprediksi.

Nilai	Deskripsi
Regular
Negative
GeneralProduct

Bagikan melalui

Object Detector - Analyze Image

Parameter URI

Header Permintaan

Respons

Keamanan

Prediction-Key

Contoh

Successful DetectImage request

Permintaan sampel

Respon sampel

Definisi

BoundingBox

CustomVisionError

CustomVisionErrorCodes

ImagePrediction

Prediction

TagType