Label Studio import and export
Drop in a Label Studio export and get a working campaign with the questions rebuilt. Export results back in Label Studio's task format.
Import
Paste or upload a JSON export from Label Studio. Azmaval reads the tasks, turns the data fields into columns, and rebuilds the questions from the annotations and predictions: choices, text areas, ratings, labels with relations, boxes, polygons, keypoints and segments. Existing annotations or predictions become pre-filled suggestions that reviewers confirm or change.
Export
Results export as Label Studio tasks with one annotation per reviewer, relations included, and a Label Studio labelling config in XML so you can open the data in Label Studio. The config is also available through the REST API at GET /v1/campaigns/:id/labelstudio-config.
What does not carry over
- Brush masks, time series, audio waveform regions beyond segments, and custom HTML views have no equivalent here.
- Label Studio's machine learning backend is not part of Azmaval. Model predictions arrive as columns, by file or through the API.
- Annotator identities are replaced by per-project pseudonyms.
A migration path
- Export your tasks and annotations from Label Studio as JSON.
- Paste the file into Start from your data and check the preview.
- Create the campaign, invite reviewers or keep it private, and export results back when done.
Frequently asked questions
Can I use Azmaval and Label Studio together?
Yes. Export results as Label Studio JSON and load them into Label Studio, or the other way round.
Do I lose my existing annotations on import?
No. They become pre-filled suggestions, and reviewers confirm or correct them.