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Conference: Transform X 2021
Authors: Aerin Kim
2021-10-07
tldr - powered by Generative AI
ML linters and other mechanisms enhance labeler productivity when labeling complex images and scenes, resulting in higher quality data for customers.
- Quality is important in ML and affects precision, recall, and IOU.
- Scale AI published four papers this year, including a dataset on Fitzpatrick skin type and a Reddit comment and reply dataset.
- Scale AI's 3D annotation platform and ML-powered linters catch incorrect annotations.
- ML linters and other mechanisms improve labeler productivity and result in higher quality data for customers.