Vision systems generate data for statistical analysis and even deep learning quickly and efficiently; however, many companies struggle to leverage this data to drive insights. This presentation will look at ways vision systems reduce the cost to gather detailed data, followed by ways companies can utilize that data to improve operations, reduce downtime, and reduce scrap. Artificial intelligence applications increasingly embrace deep learning algorithms to solve complex problems. Longer term, the data generated by vision systems can be cross-referenced with other datasets to drive insights for organizations.
- Think of the value of the vision system as a data gathering device
- Understand methods for using the data, including deep learning possibilities
- Understand methods for calibration and normalization of data