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The world of professional sports is dynamic and diverse. Computer vision based AI models have shown the capacity to capture the changing states of player movements and game flows, enabling coaches and broadcasters to see more and react quicker. In order for AI models to understand movement it is vital

Efficient warehouse operations are at the core of the global economy. Amazon alone is estimated to employ 1 in every 153 Americans, with tens of thousands more working in other order fulfillment jobs. COVID-19 has only increased the importance of warehouse based distribution, as more and more consumers choose to

Image annotation is the foundation of many machine learning models. By attaching labels and semantic segmentation techniques to images, annotators add context and information that facilitate the training of computer vision systems. Image annotation also allows machine learning engineers to refine their models, establish goals, and work out how to

Robots have been a tool for surgeons in a variety of medical contexts for decades, and today a range of robotic tools assist surgeons on a daily basis. Usually these devices are operated by the surgeons who use them to perform micro surgical procedures, benefiting from increased precision and a

Automated vehicles promise to transform the way we travel in the coming years. This technology is already present in numerous products and is increasingly being adopted by large corporations. However, substantial challenges still remain before automated vehicles become a mainstay for consumers across the globe. Machine learning algorithms that drive

The United States’ Centre for Disease Control and Prevention estimates that around 10 Americans die from unintentional drowning every day. Tragically, many of these accidents involve young children and residential pools. Unsupervised and unfenced pools can lead to drowning incidents occurring without the knowledge of parents or guardians. More and

Advances in machine learning and computer vision technology are beginning to impact a surprisingly diverse array of industries. Automated systems have the capacity to extend the reach of researchers and companies, acting as a force multiplier that greatly improves efficiency. Pest control is one sector that is beginning to recognize