[R] Data-centric AI development approach gives us 5,5-8% mAP improvement on the PASCAL VOC 2012 dataset

How important is clean data for how your AI models perform?

According to our [initial experiments](https://hasty.ai/content-hub/articles/cleaning-pascal-improving-map-by-13) \- very important. Two people improved the primary model metric by 13% in a week using state-of-the-art confidence learning to clean up PASCAL.

In the next iteration, we explore the field a bit deeper, trying to avoid controversy. SPOILER: we still get a nice mAP metric boost.

To learn more about the follow-up results and the plans for the future, check out our article: …

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