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Version: v0.2.0

Supported annotation tasks

H2O Label Genie supports various annotation tasks in computer vision (CV) (image), natural language processing (NLP) (text), and audio.

Text annotation tasks​

Text classification​

In H2O Label Genie, for a text classification annotation task, you need to specify one or more categorical target labels to each input text.

  • To accelerate the labeling process for text classification annotation tasks, H2O Label Genie offers the ability to utilize a zero-shot learning model. To learn more, see Zero-shot learning models.

Text regression​

In H2O Label Genie, for a text regression annotation task, you need to assign one continuous target label to each input text.

Text-entity recognition​

In H2O Label Genie, for a text-entity recognition annotation task, you need to assign one or more defined entities to each unstructured text input.

Image annotation tasks​

Image classification​

In H2O Label Genie, for an image classification annotation task, you need to assign one or more categorical target labels to each input image.

  • To accelerate the labeling process for image classification annotation tasks, H2O Label Genie offers the ability to utilize a zero-shot learning model. To learn more, see Zero-shot learning models.

Image regression​

In H2O Label Genie, for an image regression annotation task, you need to assign one continuous target label to each input image.

Object detection​

In H2O Label Genie, for an object detection annotation task, you need to assign one or more object classes (labels) to each input image.

  • To accelerate the labeling process for object detection annotation tasks, H2O Label Genie offers the ability to utilize a zero-shot learning model. To learn more, see Zero-shot learning models.

Audio annotation tasks​

Audio classification​

In H2O Label Genie, for an audio classification annotation task, you need to assign one or more categorical target labels to each input audio.

Audio regression​

In H2O Label Genie, for an audio regression annotation task, you need to assign one continuous target label to each input audio.

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