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Whitepaper
As computer vision technology has grown more sophisticated and computational power has become more available, companies have increasingly adopted computer vision models to augment and automate critical processes. The adoption of computer vision into industry applications promises enormous potential upside; however, computer vision models, like any ML model, must be carefully monitored. A promising model that has gone off the rails can quickly become a dangerous liability.
In this whitepaper, we lay out several aspects of computer vision models that are important for users to understand and demonstrate how Arthur’s product offers simple solutions to these pressing problems.