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Machine vision & machine learning

Mallenom Systems is a team of developers focused on machine vision & machine learning.

The company has extensive experience in the successful implementation of large-scale IT projects with elements of R&D in transportation, metallurgy, oil and gas, diamond mining, nuclear and other industries.

All systems developed by the company are based on neural networks and the proprietary method of machine learning based on the theory of random functions.


Focus areas:

  • Machine vision for industrial process control
  • Video surveillance and access control of motor and rail transport
  • Intelligent transport modeling and traffic control systems  
  • Big Data  (systems for processing large volumes of data), machine learning and decision support systems
  • Delivery and implementation of Cognex products (smart cameras, optical sensors, barcode and marking readers) in the Russian Federation and the CIS 

Mallenom Systems products are based on proprietary developments:

  • Powerful automatic number plate recognition (ANPR) and railcar identification algorithms
  • Image analysis technologies: defect detection, verification of integrity, size and shape detection, character recognition
  • Unique machine learning system (with a teacher and without a teacher), which allows to quickly and qualitatively build models of complex systems, identify regularities amongst large volumes of data, implement learning and self-learning of models and products created
  • Computer simulation model of moving traffic flows on the basis of agent discrete-event approach (allows to model complex transport and logistics systems)
  • Technology for building complex control and management systems with elements of artificial intelligence, using machine vision, machine learning and mathematical models developed in the company

Company in numbers

19years in the market 55strategic partners
1700implemented systems


Since 2012, Mallenom Systems has been an official Partner Systems Integrator and distributor of Cognex - the world leader in the field of machine vision and industrial identification. The use of Cognex smart cameras, optical sensors, barcode and marking readers  allows to solve many typical tasks in the production process quite simply. At the same time, the unique experience of implementation and the abovementioned know-how of Mallenom Systems can significantly increase the efficiency of existing products and technologies, expanding their capabilities, as well as ensure rapid development of new high-tech products and solutions based on Cognex vision.