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license: apache-2.0 |
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library_name: transformers |
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pipeline_tag: image-text-to-text |
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This repository contains the model presented in the paper [UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface](https://hf.co/papers/2503.01342). |
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UFO unifies object-level detection, pixel-level segmentation, and image-level vision-language tasks into a single model by transforming all perception targets into the language space. It introduces a novel embedding retrieval approach that relies solely on the language interface to support segmentation tasks. |
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For more details, please refer to the original paper and the GitHub repository: |
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- Paper: [UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface](https://hf.co/papers/2503.01342) |
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- GitHub: [https://github.com/nnnth/UFO](https://github.com/nnnth/UFO) |
