Microsoft Azure

Microsoft Azure Image API

The Image API API from Microsoft Azure — 15 operation(s) for image api.

GitHub OpenAPI

Operations 19

Each operation below carries the questions people ask an LLM about it and the instructions they give an agent to run it. Generated by API Evangelist overlay

GET /projects/{projectId}/images Browse training images in a Custom Vision project · Microsoft Azure Get Images For A Given Project Iteration Or Workspace #
Ask an LLM
“How do I page through all the training images in my Custom Vision project?”
“Can I filter project images by tagging status or by image metadata?”
Tell an agent
Show me the first 50 training images in project {projectId}.
List {take} images from project {projectId} for iteration {iterationId}, skipping the first {skip}.
POST /projects/{projectId}/images Upload raw image files as training images · Microsoft Azure Add The Provided Images To The Set Of Training Images #
Ask an LLM
“Can I upload binary image data straight into a Custom Vision training set?”
“Which image formats are accepted when uploading raw image bytes for training?”
Tell an agent
Upload this raw image file {imageData} into the training set of project {projectId}.
Upload binary image {imageData} to project {projectId} and tag it with {tagIds}.
DELETE /projects/{projectId}/images Delete training images from a project · Microsoft Azure Delete Images From The Set Of Training Images #
Ask an LLM
“How do I remove specific training images from my vision project?”
“Can I wipe every image out of a Custom Vision project at once?”
Tell an agent destructive · confirm first
Delete images {imageIds} from project {projectId}.
Delete all training images in project {projectId}, including from every iteration.
GET /projects/{projectId}/images/count Count images in a project by tag or status · Microsoft Azure Get The Number Of Images #
Ask an LLM
“How many images does my Custom Vision project hold in total?”
“Can I count only images matching a metadata filter or tagging status?”
Tell an agent
Count all images in project {projectId}.
Count images in project {projectId} with tagging status {taggingStatus} for iteration {iterationId}.
POST /projects/{projectId}/images/files Add a batch of image files with tags and metadata · Microsoft Azure Add The Provided Batch Of Images To The Set Of Training Images #
Ask an LLM
“Can I send a batch of image file entries with tags and metadata in one JSON request?”
“What are the limits on images, tags and metadata pairs per file batch?”
Tell an agent
Add this batch of image file entries {images} to project {projectId}.
Add the file batch {images} to project {projectId}, tagging each with {tagIds} and attaching metadata {metadata}.
GET /projects/{projectId}/images/id Fetch specific training images by their ids · Microsoft Azure Get Images By Id For A Given Project Iteration #
Ask an LLM
“Can I look up particular training images when I already know their ids?”
“How many image ids can I request at once when fetching images by id?”
Tell an agent
Get images {imageIds} from project {projectId}.
Fetch images {imageIds} as they exist in iteration {iterationId} of project {projectId}.
POST /projects/{projectId}/images/metadata Update metadata on existing training images · Microsoft Azure Update Metadata Of Images #
Ask an LLM
“Can I change the key-value metadata on images already in my training set?”
“How many images can I update metadata for in a single request?”
Tell an agent
Update the metadata of images {imageIds} in project {projectId}.
Set new metadata on training images {imageIds} in project {projectId}.
POST /projects/{projectId}/images/predictions Promote predicted images into the training set · Microsoft Azure Add The Specified Predicted Images To The Set Of Training Images #
Ask an LLM
“Can I turn images my model already made predictions on into training images?”
“Which tags can I apply when adding prediction images back into training?”
Tell an agent
Add predicted images {images} to the training set of project {projectId}.
Move prediction images {images} into project {projectId} training data tagged {tagIds}.
POST /projects/{projectId}/images/regions Add bounding-box regions to existing images · Microsoft Azure Create A Set Of Image Regions #
Ask an LLM
“How do I draw object detection regions on images I already uploaded?”
“What is the maximum number of regions I can add in one batch?”
Tell an agent
Add these bounding-box regions {regions} to images in project {projectId}.
Label object regions {regions} on my training images in project {projectId}.
DELETE /projects/{projectId}/images/regions Delete bounding-box regions from images · Microsoft Azure Delete A Set Of Image Regions #
Ask an LLM
“Can I remove incorrectly drawn regions from my object detection images?”
“How many image regions can be deleted in a single call?”
Tell an agent destructive · confirm first
Delete regions {regionIds} from project {projectId}.
Remove the bounding boxes {regionIds} I drew in project {projectId}.
POST /projects/{projectId}/images/suggested Find untagged images by suggested tags · Microsoft Azure Get Untagged Images Whose Suggested Tags Match Given Tags… #
Ask an LLM
“Which untagged images does my model suggest belong to a given tag?”
“Can I filter suggested-tag images by a confidence threshold?”
Tell an agent
Find untagged images in project {projectId} whose suggested tags from iteration {iterationId} match {tagIds}.
Show untagged images in project {projectId} suggested by iteration {iterationId} with confidence at least {threshold}.
POST /projects/{projectId}/images/suggested/count Count untagged images per suggested tag · Microsoft Azure Get Count Of Images Whose Suggested Tags Match Given Tags And… #
Ask an LLM
“How many untagged images are suggested for each of my tags above a confidence level?”
“Can I get just a count of suggested-tag matches instead of the images themselves?”
Tell an agent
Count untagged images per suggested tag {tagIds} in project {projectId} using iteration {iterationId}.
Tally suggested-tag matches at threshold {threshold} for project {projectId}, iteration {iterationId}.
GET /projects/{projectId}/images/tagged List tagged images in a project · Microsoft Azure Get Tagged Images For A Given Project Iteration #
Ask an LLM
“What images in my project already have tags applied?”
“Can I list only images carrying the Dog or Cat tags?”
Tell an agent
List tagged images in project {projectId}.
Show tagged images in project {projectId} that carry tags {tagIds}, newest first.
GET /projects/{projectId}/images/tagged/count Count images carrying given tags · Microsoft Azure Gets The Number Of Images Tagged With The Provided {tagids} #
Ask an LLM
“How many images in my project are labeled with a particular tag?”
“What is the count of tagged images in a specific training iteration?”
Tell an agent
Count tagged images in project {projectId} that have tags {tagIds}.
Give me the tagged image total for iteration {iterationId} of project {projectId}.
POST /projects/{projectId}/images/tags Apply tags to a set of images · Microsoft Azure Associate A Set Of Images With A Set Of Tags #
Ask an LLM
“How do I label a batch of existing images with tags?”
“Can I attach several tags to many images in a single request?”
Tell an agent
Apply these image-tag pairs {tags} in project {projectId}.
Tag my existing images in project {projectId} using entries {tags}.
DELETE /projects/{projectId}/images/tags Remove tags from a set of images · Microsoft Azure Remove A Set Of Tags From A Set Of Images #
Ask an LLM
“Can I untag images that were labeled wrong without deleting the images?”
“What are the limits on images and tags when removing tags in bulk?”
Tell an agent destructive · confirm first
Remove tags {tagIds} from images {imageIds} in project {projectId}.
Strip tag {tagIds} off images {imageIds} in project {projectId} but keep the images.
GET /projects/{projectId}/images/untagged List untagged images in a project · Microsoft Azure Get Untagged Images For A Given Project Iteration #
Ask an LLM
“Which images in my project still need a label?”
“Can I page through untagged images oldest first?”
Tell an agent
List untagged images in project {projectId}.
Show {take} untagged images from project {projectId} ordered by {orderBy}.
GET /projects/{projectId}/images/untagged/count Count untagged images in a project · Microsoft Azure Gets The Number Of Untagged Images #
Ask an LLM
“How many images in my project have no tags yet?”
“What is the untagged image count for a particular iteration?”
Tell an agent
Count the untagged images in project {projectId}.
Tell me how many unlabeled images iteration {iterationId} of project {projectId} has.
POST /projects/{projectId}/images/urls Add training images from web URLs · Microsoft Azure Add The Provided Images Urls To The Set Of Training Images #
Ask an LLM
“Can I add training images by pointing at their URLs instead of uploading files?”
“How many image URLs and tags can I send in one batch?”
Tell an agent
Add images from these URLs {images} to project {projectId}.
Import image URLs {images} into project {projectId} and tag them {tagIds}.

Documentation

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https://learn.microsoft.com/sr-cyrl-rs/azure/media-services/latest/
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https://learn.microsoft.com/en-us/azure/ai-services/language-service/
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https://learn.microsoft.com/en-us/java/api/com.azure.mixedreality.authentication.mixedrealitystsclient?view=azure-java-stable
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https://learn.microsoft.com/en-us/azure/networking/
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https://learn.microsoft.com/en-us/azure/virtual-network/network-security-groups-overview
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https://docs.newrelic.com/docs/infrastructure/microsoft-azure-integrations/get-started/introduction-azure-monitoring-integrations/
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https://azure.microsoft.com/en-us/products/spring-apps
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https://learn.microsoft.com/en-us/azure/ai-services/openai/
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https://learn.microsoft.com/en-us/azure/ai-services/openai/overview
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https://learn.microsoft.com/en-us/azure/ai-services/openai/reference-preview
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https://learn.microsoft.com/en-us/azure/ai-services/openai/api-version-deprecation
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https://learn.microsoft.com/en-us/azure/ai-services/openai/reference
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https://docs.paloaltonetworks.com/cloud-ngfw/azure
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https://learn.microsoft.com/en-us/azure/cost-management-billing/manage/
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https://learn.microsoft.com/en-us/azure/ai-services/personalizer/
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https://learn.microsoft.com/en-us/javascript/api/overview/azure/arm-playwrighttesting-readme?view=azure-node-latest
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https://learn.microsoft.com/en-us/azure/governance/policy/concepts/event-overview
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https://learn.microsoft.com/en-us/azure/governance/policy/concepts/definition-structure-basics
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https://learn.microsoft.com/en-us/azure/governance/policy/overview
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https://learn.microsoft.com/en-us/azure/ai-services/custom-vision-service/use-prediction-api
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https://learn.microsoft.com/en-us/azure/private-link/
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https://learn.microsoft.com/en-us/dotnet/api/overview/azure/resourcemanager.privatedns-readme?view=azure-dotnet
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https://learn.microsoft.com/en-us/azure/private-link/private-endpoint-overview
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https://learn.microsoft.com/en-us/power-bi/enterprise/service-security-private-links-on-premises
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https://learn.microsoft.com/en-us/purview/legacy/tutorial-metadata-policy-collections-apis
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https://learn.microsoft.com/en-us/purview/
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https://github.com/Azure/service-fabric-issues/issues/1021
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https://learn.microsoft.com/en-us/azure/update-manager/overview
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https://learn.microsoft.com/en-us/dotnet/api/overview/azure/resourcemanager.workloads-readme?view=azure-dotnet
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https://learn.microsoft.com/en-us/rest/api/containerregistry/
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https://learn.microsoft.com/en-us/rest/api/cosmos-db-resource-provider/
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https://learn.microsoft.com/en-us/rest/api/resources/
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https://learn.microsoft.com/en-us/rest/api/cognitiveservices/
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https://learn.microsoft.com/en-us/rest/api/keyvault/
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https://azure.microsoft.com/en-us/products/key-vault

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https://raw.githubusercontent.com/api-evangelist/microsoft-azure/refs/heads/main/json-ld/azure-key-vault-context.jsonld

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OpenAPI Specification

microsoft-azure-image-api-api-openapi.yml Raw ↑ 
openapi: 3.2.0
info:
  title: Microsoft Azure Image API
  version: '1.0'
  description: 'Operations tagged ImageApi across 2 of this provider''s published API definitions: custom-vision-training-client-openapi-original.yml, trainingapi-openapi-original.yml. Each path carries the servers of the definition it was published in.'
servers:
- url: https://southcentralus.api.cognitive.microsoft.com/customvision/v3.3/training
- url: https://southcentralus.api.cognitive.microsoft.com/customvision/v2.1/Training
tags:


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# Full source: https://raw.githubusercontent.com/api-evangelist/microsoft-azure/refs/heads/main/openapi/microsoft-azure-image-api-api-openapi.yml