Synthetic Data: Key to Production-Ready AI in 2022

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Survey Report

96% of teams report using synthetic data to train computer vision models.

We conducted a survey of 300 computer vision professionals to better understand how they obtain and use AI/ML training data for computer vision systems and applications, and how those choices impact their projects.

Download the report to access key findings:

  • 50% of respondents reported working with synthetic data from publicly available datasets.
  • Synthetic data adoption to grow in 2022: Of those not currently using synthetic data, over 38% plan on using synthetic data in 2022.
  • Edge cases delay machine learning projects: 57% reported that their training delays could have been mitigated by “data that covered more edge cases.”

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Survey Report

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