to invent,describe the recognition algorithm of the contour in the picture

need to invent a new algorithm, describe it in the form of text, a block diagram.
the implementation itself is not required. (if you want, later, agree for a fee to implement)
there is a lot of material on the subject in Russian and English.
there is a database of contours.