AURAi has successfully completed a project to automate the technical inspection of freight car elements as part of the technological process at Aksarayskaya-2 station. In the course of the project, the hypotheses of using machine learning and computer vision algorithms to automate the process of recognition of graphic symbols and visual inspection of technical units of freight cars were tested. In addition, the functionality to detect defects and anomalies in order to eliminate human error during the visual inspection of the car has been implemented.
