Connectome.ai

Connectome.ai is the Russian company, is engaged R&D, implementation and support of solutions in the field of computer vision, video analytics and machine learning. The company solves a full stroke of tasks, from development of technology before integration of the ready-made solution.

Structure

In the company two divisions – Laboratory and "Development and integration" which allow to implement each development stage of the project effectively are created.

Laboratory (Data Science Lab). Here development and improvement of the net algorithms and architectural concepts which are the cornerstone of the released products is executed R&D-этап. Specialists of the company analyze efficiency and features of work of the most modern algorithms on real data sets. Deep theoretical examination allows the company quickly and to precisely define optimal approaches to the solution of applied tasks.

In laboratory the command consisting of graduates of the best technical colleges (MIPT, MIT, MSTU of Bauman, ITMO) with work experience in the leading Russian and foreign IT companies works. Within the scope of examination fall machine learning (Machine Learning, Deep Learning), training with a reinforcement (Reinforcement Learning) and low-level computer vision. Within machine learning the command of laboratory has experience of successful development and deployment of the systems of tracking and classification on platforms with a limited computing power and also the works with limited data sets making impossible use of classical approaches.

Development and integration (Development and Integration) - it division creates ready-made solutions on the basis of basic technologies. Its tasks include development of interfaces, architecture of databases and software modules, ensuring stability of work and compatibility with third-party products, thin setup and integration at client side.

Examination of a command includes a full range of technologies of a server and client part, experience of development of microservice architecture, the failsafe and scalable systems, deployment of the modules containing computationally loaded algorithms using Nvidia CUDA technology.

History

2017: Product output based on technologies of machine vision

In 2017 the Connectome.ai company brought to the market several products based on technologies of machine vision among which — the automated system of assessment capable to control product quality on pipeline lines for lack of tough technical criterions, for example, on food lines.

The second product — the system of recognition of actions allowing to control correctness of accomplishment by personnel of the regulated actions using surveillance cameras.