АНАЛІЗ ТА ПОРІВНЯННЯ ФУНКЦІЙ ВТРАТ ДЛЯ ВИРІШЕННЯ ЗАДАЧІ СЕГМЕНТАЦІЇ

The work is devoted to analyzing and comparing the use of different loss functions for image and video segmentation tasks depending on problem and input data. The work analyzes the advantages and disadvantages of each of the loss functions selected for analysis, for what purpose and conditions each of the functions is suitable and the possibility of combining the properties of each of them to create new loss functions.