yjernite HF staff commited on
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Update app.py

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app.py CHANGED
@@ -12,7 +12,8 @@ _INTRO = """
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  # Identity Representation in Diffusion Models
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  Explore the data generated from [DiffusionBiasExplorer](https://huggingface.co/spaces/society-ethics/DiffusionBiasExplorer)!
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- This demo showcases patterns in the images generated from different prompts input to Stable Diffusion and Dalle-2 systems.
 
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  We encourage users to take advantage of this app to explore those trends, for example through the lens of the following questions:
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  - Find the cluster that has the most prompts denoting a gender or ethnicity that you identify with. Do you think the generated images look like you?
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  - Find two clusters that have a similar distribution of gender terms but different distributions of ethnicity terms. Do you see any meaningful differences in how gender is visually represented?
 
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  # Identity Representation in Diffusion Models
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  Explore the data generated from [DiffusionBiasExplorer](https://huggingface.co/spaces/society-ethics/DiffusionBiasExplorer)!
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+ This demo showcases patterns in images generated by Stable Diffusion and Dalle-2 systems.
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+ Specifically, images obtained from prompt inputs that span various gender- and ethnicity-related terms are clustered to show how those shape visual representations (more details below).
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  We encourage users to take advantage of this app to explore those trends, for example through the lens of the following questions:
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  - Find the cluster that has the most prompts denoting a gender or ethnicity that you identify with. Do you think the generated images look like you?
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  - Find two clusters that have a similar distribution of gender terms but different distributions of ethnicity terms. Do you see any meaningful differences in how gender is visually represented?