Neural network technologies of recognition of three-dimensional objects

The article is devoted to the consideration of three-dimensional object recognition methods. Examples of the most famous convolutional neural network architectures used in the analysis of three-dimensional scenes are given. The main formats for representing three-dimensional data are listed. The results of testing the methods described in the article on a data set containing three-dimensional point clouds are presented.