Human pose estimation as a classification problem

The report considers an urgent problem of machine learning - the human pose estimation based on his image. A new way of setting the problem as the problem of classifying each pixel of the image is proposed. In the proposed formulation, the solution is implemented, a comparison with the existing regression approach is made.