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Drone based computer vision AI systems operate in a wide range of environments and perform a variety of important functions. Automated drone systems can be used to monitor livestock, chart the growth of agricultural crops, and even find missing people in the aftermath of natural disasters. In each use case

Plastic pollution is a growing threat that is threatening the health of our oceans and could even contribute to illness in humans. Proper recycling practices and effective waste management can help to alleviate the pressure on the natural world, and keep human operators safe from dangerous materials and chemicals. Developments

Computer vision based AI models can help to improve the shopping experience for customers whilst reducing costs for retailers. AI applications can monitor and analyse how people move around a store, understand how customers react to certain products and promotions, and even identify individual shoppers. Machine learning developers are continually

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