ObjectAdd: Adding Objects into Image via a Training-Free Diffusion Modification Fashion

arXiv:2404.17230v1 Announce Type: new
Abstract: We introduce ObjectAdd, a training-free diffusion modification method to add user-expected objects into user-specified area. The motive of ObjectAdd stems from: first, describing everything in one prompt can be difficult, and second, users often need to add objects into the generated image. To accommodate with real world, our ObjectAdd maintains accurate image consistency after adding objects with technical innovations in: (1) embedding-level concatenation to ensure correct text embedding coalesce; (2) object-driven layout control with latent …

abstract arxiv cs.cv diffusion everything fashion free generated image objects prompt training type via