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
arXiv PDF paper https://arxiv.org/pdf/2109.03814.pdf
... 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.
Please like and share this post if you enjoyed it using the buttons at the bottom!
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
Comments