SHI-Labs/OneFormer

[CVPR 2023] OneFormer: One Transformer to Rule Universal Image Segmentation

Jupyter NotebookPythonCudaOthertransformercocoimage-segmentationsemantic-segmentationcityscapesinstance-segmentationade20kpanoptic-segmentationuniversal-segmentationoneformer
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OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain, Jiachen Li†, MangTik Chiu†, Ali Hassani, Nikita Orlov, Humphrey Shi † Equal Contribution [Project Page] [arXiv] [pdf] [BibTeX] This repo contains the code for our paper OneFormer: One Transformer to Rule Universal Image Segmentation. Features OneFormer is the first multi-task universal image segmentation framework based on transformers. OneFormer needs to be trained only once with a single universal architecture,...
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