Learning or teaching is required to optimize a machine vision system in non-trivial applications. Learning requires time and data, generally in amounts that are inconvenient for the user. Large data volumes and time consuming learning process are problematic for applications that change frequently. It is desirable to begin productive use with an absolute minimum of teaching; DRVision Technologies LLC online learning technology offers a solution to these learning challenges.

Online learning is the improvement of performance in an environment through the continued acquisition of knowledge resulting from experience in that environment. A critical advantage of online learning technology is that it allows the user to “get started” with a default configuration or with a manageable amount of teaching data and then improve as the broader scope of the application becomes apparent during actual use. In situations with changing circumstances, online learning allows the system to gracefully adapt without interruption of utility. Online learning allows the creation of a truly intelligent system and is the best practical solution for dynamic applications.