Prompt: A road sign shows Mask aeroplane bicycle bird boat bottle bus car cat chair cow dog motorbike person potted plant sheep sofa train background Figure 1 -DiffuMask synthesizes realistic images and mask annotations by exploiting the attention maps of the diffusion model. Without human effort and localization (i.e., box and mask) annotation, DiffuMask is capable of producing high-quality semantic masks.
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