This repository contains the model presented in the paper UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface.
3
52 commits
1 linked in READMEs
updated Sep 27, 2025
README
This repository contains the model presented in the paper UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface.
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.
For more details, please refer to the original paper and the GitHub repository:
Similar repos
This repository contains the model presented in the paper UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface.
3
52 commits
1 linked in READMEs
updated Sep 27, 2025
README
This repository contains the model presented in the paper UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface.
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.
For more details, please refer to the original paper and the GitHub repository: