Michael Abramov

Why does image annotation matter in the world of machine learning? The answer is simple. The images you use to train, validate, and test your algorithms will directly impact the performance of your AI project. Every image in your datasets matters. The goal of a training dataset is to train

Maritime trade is an extremely competitive and low-margin business. Despite this ever increasing global demand for shipping services means that there are significant potential advantages to be gained from improving efficiency, reliability, and safety in shipping and port operations. Computer vision based AI systems are now playing a part in

The autonomous vehicles industry is experiencing enormous growth, management consultants McKinsey & Company expect widespread adoption of robotic taxis by 2030, necessitating a tremendous growth in vehicle production. But enormous technical challenges still remain. News website Vox reports that a variety of outstanding issues are holding up the development of

Security systems powered by computer vision based AI models have the potential to stop security threats before they can escalate. Cameras equipped with AI systems can act as vital early warning systems, supporting security staff and law enforcement. Public spaces are increasingly being viewed as targets for violence, AI security

Drones have very quickly become an everyday feature of our lives. From Hollywood movies to children's toys, the efficiency and efficacy of drones has led to their adoption by a wide range of industries. Now drones are beginning to be paired with computer vision based AI models. This

The push for autonomous vehicles has led to enormous amounts of innovation in the field of computer vision based AI. Driverless cars are already a feature on some roads and have the potential to revolutionise travel for all of us. In order to continue this pace of development AI innovators