In this section, we introduce how BiasPainter inputs the seed image and text prompt to image generation models to generate images.
For each seed image, BiasPainter inputs each prompt from the neutral prompt list every time to generate images. Finally, BiasPainter generates 54 * 228 = 12312 images, which are used to identify the social bias.
BiasPainter adopts the (seed image, generated image) pairs to evaluate the social bias. For each seed image and the generated image, BiasPainter first adopts AI techniques to evaluate their properties according to rac...
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