Machine Learning

✨ Create predictions for all tasks

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Create predictions for all tasks using a specific ML backend so that you can set up an active learning strategy based on the confidence or uncertainty scores associated with the predictions. Creating predictions requires a Label Studio ML backend set up and configured for your project.

See Set up machine learning for more details about a Label Studio ML backend.

Reference the ML backend ID in the path of this API call. Get the ML backend ID by listing the ML backends for a project.

post/api/ml/{id}/predict

Request

  • Base URL
    http://localhost:8000
  • URL
    http://localhost:8000/api/ml/{id}/predict
  • Auth
    API key in header Authorization

Path parameters

idinteger required

A unique integer value identifying this ML backend.

Query parameters

batch_sizeinteger

Computed number of tasks without predictions that the ML backend needs to predict.

Response

Predictions have successfully started.

Changes

No operation changes recorded.