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PyTorch](https://img.shields.io/badge/Framework-PyTorch-orange.svg)](https://pytorch.org/) [![HuggingFace space](https://img.shields.io/badge/🤗-HuggingFace%20Space-cyan.svg)](https://huggingface.co/spaces/shi-labs/OneFormer) [![HuggingFace transformers](https://img.shields.io/badge/🤗-HuggingFace%20transformers-magenta.svg)](https://huggingface.co/docs/transformers/main/en/model_doc/oneformer) [![YouTube](https://badges.aleen42.com/src/youtube.svg)](https://youtu.be/_Zr1pOi7Chw) [![License](https://img.shields.io/badge/License-MIT-red.svg)](https://opensource.org/licenses/MIT)\n \t\n[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/instance-segmentation-on-cityscapes-val)](https://paperswithcode.com/sota/instance-segmentation-on-cityscapes-val?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/instance-segmentation-on-coco-val-panoptic)](https://paperswithcode.com/sota/instance-segmentation-on-coco-val-panoptic?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/panoptic-segmentation-on-ade20k-val)](https://paperswithcode.com/sota/panoptic-segmentation-on-ade20k-val?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/instance-segmentation-on-ade20k-val)](https://paperswithcode.com/sota/instance-segmentation-on-ade20k-val?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/panoptic-segmentation-on-cityscapes-val)](https://paperswithcode.com/sota/panoptic-segmentation-on-cityscapes-val?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/panoptic-segmentation-on-cityscapes-test)](https://paperswithcode.com/sota/panoptic-segmentation-on-cityscapes-test?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/panoptic-segmentation-on-mapillary-val)](https://paperswithcode.com/sota/panoptic-segmentation-on-mapillary-val?p=oneformer-one-transformer-to-rule-universal) \t\n[![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/semantic-segmentation-on-mapillary-val)](https://paperswithcode.com/sota/semantic-segmentation-on-mapillary-val?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/semantic-segmentation-on-coco-1)](https://paperswithcode.com/sota/semantic-segmentation-on-coco-1?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/semantic-segmentation-on-ade20k-val)](https://paperswithcode.com/sota/semantic-segmentation-on-ade20k-val?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/panoptic-segmentation-on-coco-minival)](https://paperswithcode.com/sota/panoptic-segmentation-on-coco-minival?p=oneformer-one-transformer-to-rule-universal) [![PWC](https://img.shields.io/endpoint.svg?url=https://paperswithcode.com/badge/oneformer-one-transformer-to-rule-universal/semantic-segmentation-on-cityscapes-val)](https://paperswithcode.com/sota/semantic-segmentation-on-cityscapes-val?p=oneformer-one-transformer-to-rule-universal)\n\n[Jitesh Jain](https://praeclarumjj3.github.io/), [Jiachen Li](https://chrisjuniorli.github.io/)\u003csup\u003e\u0026dagger;\u003c/sup\u003e, [MangTik Chiu](https://www.linkedin.com/in/mtchiu/)\u003csup\u003e\u0026dagger;\u003c/sup\u003e, [Ali Hassani](https://alihassanijr.com/), [Nikita Orlov](https://www.linkedin.com/in/nukich74/), [Humphrey Shi](https://www.humphreyshi.com/home)\n\n\u003csup\u003e\u0026dagger;\u003c/sup\u003e Equal Contribution\n\n[[`Project Page`](https://praeclarumjj3.github.io/oneformer/)] [[`arXiv`](http://arxiv.org/abs/2208.03382)] [[`GitHub`](https://github.com/SHI-Labs/OneFormer)] [[`BibTeX`](#citation)]\n\nThis repo contains the code for the colab demo for our paper **OneFormer: One Transformer to Rule Universal Image Segmentation**. For more information about OneFormer, please check out our [Project Page](https://praeclarumjj3.github.io/oneformer/) and [GitHub repo](https://github.com/SHI-Labs/OneFormer).\n\n\u003cimg src=\"images/teaser.png\" width=\"100%\"/\u003e\n\n## Citation\n\nIf you found OneFormer useful in your research, please consider starring ⭐ us on GitHub and citing 📚 us in your research!\n\n```bibtex\n@inproceedings{jain2023oneformer,\n      title={{OneFormer: One Transformer to Rule Universal Image Segmentation}},\n      author={Jitesh Jain and Jiachen Li and MangTik Chiu and Ali Hassani and Nikita Orlov and Humphrey Shi},\n      journal={CVPR}, \n      year={2023}\n    }\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshi-labs%2Foneformer-colab","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fshi-labs%2Foneformer-colab","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fshi-labs%2Foneformer-colab/lists"}