Alegion has helped many companies develop some of the most demanding video-based computer vision applications. Guided by our in-house computer vision and data science teams, we use ML extensively inside of our platform to help accelerate annotation and drive quality control processes. As practitioners ourselves, we understand the challenges and roadblocks teams must address when bringing an ML project to production.