The company shared its experience in implementing promising solutions for the oil and gas industry based on digital technologies. A significant interest among listeners was the issue of data management for training neural networks, since access to them is especially difficult to organize due to data protection policies. For some scenarios, such as fire work, it is almost impossible to find data at all due to the relatively rare occurrence of real events and the difficulty of staging them. For such cases, the NVI team has created a tool for generating fully synthetic data for training, which has already proven itself well in real-world implementations. So, on some of them, it was possible to achieve extremely high recognition accuracy without any access to real training data.
The number of participants exceeded 1,000 people and 300 companies. Among the invited speakers and experts were representatives of companies such as Gazprom Neft, Lukoil, SIBUR, Gazprom, Rosneft, Novatek, Tatneft, Transneft, Zarubezhneft, and Surgutneftegaz, among others. As a result of the presentation, more than 30 major companies showed their interest.