What are some examples of data labeling?
Data labeling involves annotating data for machine learning. Examples include tagging images, transcribing audio, and categorizing text.
Can you give me a specific example of image labeling?
Sure! In image labeling, you might label objects in a photo, like identifying cars, pedestrians, and traffic signs for autonomous driving.
What tools can I use for data labeling?
Popular tools for data labeling include Labelbox, Amazon SageMaker Ground Truth, and VGG Image Annotator.
How do I ensure the quality of labeled data?
To ensure quality, you can implement a review process, use multiple annotators, and provide clear guidelines for labeling.
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