Norbit: ML solution for geodata classification

The main articles are:

• Computer vision (machine vision)
• Geoinformation system
• Machine Learning

2022: Inclusion in the register of domestic software

The solution for the classification of spatial data based on computer vision and artificial intelligence, created by Norbit (part of the LANIT group) for the Shakhty company, is included in the register of domestic software. This will allow customers to verify the origin of the software and use government support measures when implementing it. LANIT announced this on September 26, 2022.

The authors of the automated information system (AIS) "Detection of violations of urban planning and land legislation using artificial intelligence" are Dmitry Dobrovolsky and Dmitry Demidov. AIS was developed by a joint team of experts from the NORBIT Innovation Laboratory and specialists from Shakhty on the basis of open source code. The models were trained on data collected using various types of UAVs, including those manufactured by Shakhty.

The solution allows you to automatically classify objects with high accuracy, as well as compare the obtained data and information from state registers. The system can be used for various applications in the field of geodesy and cartography using spatial data from UAVs. It will be equally useful both for executive authorities from the level of districts to the federal level, and for commercial organizations.

Getting into the register domestic software is not only to meet all the requirements of the regulator, receive tax benefits and participate in public procurement. In many ways, this is also important from the point of view of the development of innovations, the popularization of local developments. Our technology computer vision can be used to classify with high speed and accuracy any data received from UAVs, which can be demanded in a variety of industries economies said Dmitry Demidov, head of the NORBIT Innovation Laboratory.