Automate Google Data Labeling
HumDay reads Google Data Labeling’s own published API description and derives 28 operations from it. Describe the outcome you want in plain words — you get a program that is written, proven on real data, and run for you.
What Google Data Labeling is
Public API for Google Cloud AI Data Labeling Service.
API host: datalabeling.googleapis.com
What HumDay can do in Google Data Labeling
15 documented operations change something in Google Data Labeling.
- POSTCreates dataset. If success return a Dataset resource.
/v1beta1/{parent}/datasets - POSTStarts a labeling task for text.
/v1beta1/{parent}/text:label - POSTStarts a labeling task for image.
/v1beta1/{parent}/image:label - POSTStarts a labeling task for video.
/v1beta1/{parent}/video:label - POSTCreates an instruction for how data should be labeled.
/v1beta1/{parent}/instructions - POSTCreates an evaluation job.
/v1beta1/{parent}/evaluationJobs - POSTCreate a FeedbackMessage object.
/v1beta1/{parent}/feedbackMessages - POSTCreates an annotation spec set by providing a set of labels.
/v1beta1/{parent}/annotationSpecSets - POSTSearches example comparisons from an evaluation.
/v1beta1/{parent}/exampleComparisons:search - DELETEDeletes a long-running operation.
/v1beta1/{name} - PATCHUpdates an evaluation job.
/v1beta1/{name} - POSTPauses an evaluation job.
/v1beta1/{name}:pause - POSTResumes a paused evaluation job.
/v1beta1/{name}:resume - POSTExports data and annotations from dataset.
/v1beta1/{name}:exportData - POSTImports data into dataset based on source locations defined in request.
/v1beta1/{name}:importData
What HumDay can read from Google Data Labeling
These are the operations a schedule or a trigger can watch.
- GETLists data items in a dataset.
/v1beta1/{parent}/dataItems - GETList FeedbackThreads with pagination.
/v1beta1/{parent}/feedbackThreads - GETList FeedbackMessages with pagination.
/v1beta1/{parent}/feedbackMessages - GETSearches evaluations within a project.
/v1beta1/{parent}/evaluations:search - GETGets the latest state of a long-running operation.
/v1beta1/{name} - GETStarts asynchronous cancellation on a long-running operation.
/v1beta1/{name}:cancel - GETLists operations that match the specified filter in the request.
/v1beta1/{name}/operations - GETLists datasets under a project.
/v1beta1/{parent}/datasets - GETLists examples in an annotated dataset.
/v1beta1/{parent}/examples - GETLists instructions for a project.
/v1beta1/{parent}/instructions - GETLists all evaluation jobs within a project with possible filters.
/v1beta1/{parent}/evaluationJobs - GETLists annotated datasets for a dataset.
/v1beta1/{parent}/annotatedDatasets - GETLists annotation spec sets for a project.
/v1beta1/{parent}/annotationSpecSets
How automating Google Data Labeling works
- Describe the outcome. Say what you want to happen, in your own words. No node graphs, no field mapping.
- Approve the contract. HumDay writes down exactly what it will do, what it will touch, and what it will never do. You approve it before anything is built.
- See it proven. The program runs and shows you the result before it is allowed near your live Google Data Labeling account.
- Grant access, then go live. You approve the specific Google Data Labeling operations it may use — and only those.
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Categories
Questions about Google Data Labeling automation
- Can HumDay connect to Google Data Labeling?
- Yes. HumDay reads Google Data Labeling's own published API description and derives the operations from it, so there is no hand-built connector to wait for. 28 operations are documented.
- Do I need to write code to automate Google Data Labeling?
- No. You describe the outcome you want in plain words. HumDay agrees a contract with you, writes the program, and shows you a test run before anything touches your Google Data Labeling account.
- What can HumDay do in Google Data Labeling?
- 15 of the 28 documented operations change something in Google Data Labeling, and 13 read from it. HumDay only ever uses the specific operations your approved contract needs.
- Is my Google Data Labeling account safe?
- Your credentials are stored encrypted and are never shown in chat, code, or logs. Every run is limited to the operations you explicitly approved, and anything that writes to Google Data Labeling is held behind that approval.
Where this came from
The operations above are read from a published API description for Google Data Labeling at datalabeling.googleapis.com/$discovery/rest?version=v1beta1. Descriptions are the provider’s own words, not ours. Last published 2023-04-21.