The attached report summarizes the results of preliminary research into unsupervised vehicle classification via hybrid k-medoids. The document is organized in two main parts, mainly independent of each other.
The first part of the paper presents the vehicle database provided by Matmut, as well as our analysis of this database and its pre-processing.
Since data analysis and pre-processing were carried out using only conventional resources and traditional data science techniques, we will not comment further on this subject here.