Introduction to Data Labeling

Manual Labeling

Create a labeling job based on the dataset type. ModelArts supports the following types of labeling jobs:

• Images
  • Image classification: identifies a class of objects in images.
  • Object detection: identifies the position and class of each object in an image.
  • Image segmentation: segments an image into different areas based on objects in the image.
• Audio
  • Sound classification: classifies and identifies different sounds.
  • Speech labeling: labels speech content.
  • Speech paragraph labeling: segments and labels speech content.
• Text
  • Text classification: assigns labels to text according to its content.
  • Named entity recognition: assigns labels to named entities in text, such as time and locations.
  • Text triplet: assigns labels to entity segments and entity relationships in the text.
• Video

  Video labeling: identifies the position and class of each object in a video. Only the MP4 format is supported.

Dataset Functions

Dataset functions vary depending on dataset types. For details, see Table 1.