Good AI Starts With Good Data

Because AI applications require thousands of images to be tagged, humans can tag poorly or introduce errors - especially because current tools are simple picture editing tools, like Microsoft Paint, which weren't built for this purpose. Even small imprecisions, compounded over thousands of images, can have a large impact on the accuracy of a computer vision model. And if you think about a production-grade product or solution, every percentage point increase in accuracy can have a big impact on the organization.