AIWalker

Aug 13, 2025 · Artificial Intelligence

One‑Model‑For‑All: Inception‑Level AI Try‑On/Off with Arbitrary Poses and No Masks

The paper presents OMFA, a diffusion‑based unified framework for virtual try‑on and try‑off that removes the need for garment templates, segmentation masks, and fixed poses by leveraging a novel partial‑diffusion mechanism and SMPL‑X pose conditioning, achieving state‑of‑the‑art results on VITON‑HD and DeepFashion‑MultiModal datasets.