API for HITL UI and Operations

[sivramk]

Hello, is there a set of APIs for HITL operations - labeling, correcting values, adding new entities and training using a custom UI we are building? It appears that all HITL operations have to be performed using the Google Labelers workbench. Any alternative path you can recommend?

[Aris_O]

Hi @sivramk,

Welcome to Google Cloud Community.

Google does provide a set of APIs for HITL tasks including labeling, updating values, adding new entities, and training with a unique user interface. You may build unique annotation tools and workflows, interface with well-known machine learning frameworks, and scale labeling projects using the Cloud Annotations API along with the Cloud Annotations API, Google also offers a number of other machine learning APIs that may be used for tasks like image categorization and text analysis, such as the Cloud Vision API and the Cloud Natural Language API.

The Google Labelers workbench is necessary for some HITL operations in Google's machine learning platform, such as data labeling for AutoML models. Nevertheless, there are further choices available for unique HITL operations, such as the aforementioned Cloud Annotations API. 

Here are some documentation you may use as a reference:
https://cloud.google.com/document-ai/docs/hitl/google-workforce
https://cloud.google.com/healthcare-api/docs/concepts/annotations?_ga=2.150394614.-1392753435.167665...

[IgnacioZafra]

Hi,

would it be possible to use HITL using a once-use token to access Google HITL interface? Token should be given via an API Call. With another API call listing pending reviews.. This token will be enough, an not need for Google login, to integrate with another workflows, software.

This is a solution given in another IDP, HITLs reviews.