Dataset Types

Understand the three dataset types in Datature Vi and choose the right one for your vision AI task.

Dataset types in Datature Vi define the structure of your training data and the kind of output your vision-language model (VLM) produces. Choose a type before you create a dataset, as it determines your annotation format, model output, and evaluation metrics.

By the end of this guide

Know which dataset type to choose when creating a dataset. The type determines your annotation format, model output, and evaluation metrics.


Available dataset types

Need structured output?

If your application needs consistent, machine-readable output from image analysis (JSON, YAML, code, or any custom format), see Structured Data Extraction. It builds on freeform text with a defined annotation schema and system prompt to produce predictable output your code can parse directly.


Related resources


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