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Image segmentation of objects and regions using transformers

Image segmentation of objects and regions using transformers


Panoptic SegFormer

arXiv paper abstract https://arxiv.org/abs/2109.03814



... present Panoptic SegFormer ... for ... segmentation with Transformers.


The proposed method extends ... with a unified mask prediction workflow for both things and stuff, making the panoptic segmentation pipeline concise and effective.


... With a ResNet-50 ... achieves 50.0% PQ on the COCO test-dev split, surpassing previous state-of-the-art methods by significant margins


... Using ... PVTv2-B5 ... achieves a new record of 54.1% PQ and 54.4% PQ on the COCO val and test-dev splits with single scale input.


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