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app.py
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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
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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?
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