Survey report

Synthetic Data: Key to Production-Ready AI in 2022

Download the report to get:

  • Results of survey of 300 computer vision professionals
  • Understand how they obtain and use AI/ML training data for computer vision systems and applications, and how those choices impact their projects.

Key findings from survey:

  • 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.”