High Level Idea: Combining two work for designing ads
Stable Diffusion Inpainting is a latent text-to-image diffusion model capable of generating photo-realistic images given any text input, with the extra capability of inpainting the pictures by using a mask.
Thus, in the background generation Stable Diffusion Image Inpainting task implemented as inference.
For the sake of background removal, Highly Accurate Dichotomous Image Segmentation ( ECCV 2022) papers implemented as the inference.