Overview of the OneFormer neural network model applicable to the problem of the instance segmentation in an image

Abstract

This paper reviews the neural network model OneFormer suitable for semantic segmentation, instance segmentation and panoptic segmentation in an image, reviews the architecture of OneFormer model, its key components that ensure the versatility of the model, points out the limitations of the model.