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Your AI Is Only as Smart as Its Data—And Humans Are Still the Best at Labeling It
This story was originally published on HackerNoon at: https://hackernoon.com/your-ai-is-only-as-smart-as-its-dataand-humans-are-still-the-best-at-labeling-it.
The consensus method plays a key role in data annotation when it is necessary to ensure high accuracy and reduce subjectivity in labeling.
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Consensus is achieved by gathering the opinions of multiple experts. Google, Tesla, Amazon, and Meta actively use consensus-based annotation to improve AI performance. Google Health applies consensus to enhance diagnostic accuracy. Tesla uses consensus to label data from autopilot cameras.
Published on 1 month, 2 weeks ago