On 12-14 of September at the XXVIII International Scientific Conference Electronics in Sozopol we will be presenting an application of Deep Neural Networks in the field of industrial robotics for detection of people in the operational area of industrial robot. Using machine vision, combined with Deep Neural Network makes possible to improve the safety and collaborative work of standard industrial robots in wide areas of production processes.