RE: After some serious research found AMZN's laughable effort at VPP7 May 2024 09:04
That isn't a critique of Amazon's version FFS - This paper introduces a novel three-stage fully automated
VPP system. In the first stage, a language-guided image
segmentation model identifies optimal regions within images for product inpainting. In the second stage, Stable Diffusion (SD), fine-tuned with a few example product images,
is used to inpaint the product into the previously identified
candidate regions. The final stage introduces an ‘Alignment
Module’, which is designed to effectively sieve out lowquality images. Comprehensive experiments demonstrate
that the Alignment Module ensures the presence of the intended product in every generated image and enhances the
average quality of images by 35%. The results presented
in this paper demonstrate the effectiveness of the proposed
VPP system, which holds significant potential for transforming the landscape of virtual advertising and marketing
strategies.