✨ Create predictions for all tasks | API Reference

This endpoint is not available in Label Studio Community Edition. Learn more about Label Studio Enterprise

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.

<Card href="https://humansignal.com/goenterprise"> <img style="pointer-events: none; margin-left: 0px; margin-right: 0px;" src="https://docs.humansignal.com/images/badge.svg" alt="Label Studio Enterprise badge"/> <p style="margin-top: 10px; font-size: 14px;"> This endpoint is not available in Label Studio Community Edition. [Learn more about Label Studio Enterprise](https://humansignal.com/goenterprise) </p> </Card> 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](https://labelstud.io/guide/ml.html) 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](https://labelstud.io/api/#operation/api_ml_list).

Authentication

Authorizationstring

The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example:

curl https://label-studio-host/api/projects -H “Authorization: Token [your-token]”

The token (or API key) must be passed as a request header. You can find your user token on the User Account page in Label Studio. Example: <br><pre><code class="language-bash">curl https://label-studio-host/api/projects -H "Authorization: Token [your-token]"</code></pre>

Path parameters

idintegerRequired

A unique integer value identifying this ML backend.

Query parameters

batch_sizeintegerOptional

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

Response

Predictions have successfully started.

1	from label_studio_sdk import LabelStudio
2
3	client = LabelStudio(
4	api_key="YOUR_API_KEY",
5	)
6	client.ml.predict_all_tasks(
7	id=1,
8	)