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2 changes: 1 addition & 1 deletion chapters/en/unit3/vision-transformers/oneformer.mdx
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Expand Up @@ -40,7 +40,7 @@ Lastly, let's talk about "Query-Text Contrastive Loss." Think of it as a way for

By combining these core concepts, OneFormer becomes a smart and efficient tool for image segmentation, making the process more universal and accessible.

## Concluison
## Conclusion

![result comperison](https://huggingface.co/datasets/hf-vision/course-assets/resolve/main/oneformer/plots.svg)
_Image taken from OneFormer paper_
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