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README.md

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 We propose pix2pix-zero, a diffusion-based image-to-image approach that allows users to specify the edit direction on-the-fly (e.g., cat to dog). Our method can directly use pre-trained [Stable Diffusion](https://github.com/CompVis/stable-diffusion), for editing real and synthetic images while preserving the input image's structure. Our method is training-free and prompt-free, as it requires neither manual text prompting for each input image nor costly fine-tuning for each task.
 
 
 ## Results
 All our results are based on [stable-diffusion-v1-4](https://github.com/CompVis/stable-diffusion) model. Please the website for more results.
 
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+<div>
+<p align="center">
+<img src='assets/results_teaser.jpg' align="center" width=800px>
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+## Real Image Editing
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-<img src='assets/results_teaser.jpg' align="center">
+<img src='assets/results_real.jpeg' align="center" width=800px>
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+## Synthetic Image Editing
+<div>
+<p align="center">
+<img src='assets/results_syn.jpg' align="center" width=800px>
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+</div>
 
 ## Method Details