What are the best tools for automating data annotation?
An example of an AI chatbot conversation about data annotation tools and automation.
What are the best tools for automating data annotation?
There are several great tools for automating data annotation, such as Labelbox, Snorkel, and Prodigy. Each has unique features.
Can you explain how Snorkel works?
Snorkel uses weak supervision to create training data by combining noisy, limited, or imprecise sources.
What are the advantages of using automated tools over manual annotation?
Automated tools can significantly speed up the annotation process, reduce costs, and improve consistency in labeling.
Are there any open-source options available?
Yes, there are open-source options like Label Studio and Doccano that provide robust features for data annotation.
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