An advanced ComfyUI workflow architecture designed to achieve flawless character identity preservation across extreme temporal motion sequences (including full 360° rotations and out-of-sight blind spots) using a unified Custom LoRA + IC-LoRA Spatial-Temporal Anchor system.
Maintaining a subject's likeness in diffusion-based video models during major structural changes—like a person turning fully around—typically leads to identity drift, facial morphing, or "hallucinated" features when the face returns to the camera view.
By decoupling conditioning, this pipeline splits identity retention into a micro and macro layer:
1STAGE 1: Native Spatial Generation (512x512)
2[Base Model + Custom LoRA]
3 │
4 ▼
5[LTXAddVideoICLoRAGuide] ───► [KSampler] ───► [Audio Latent Injection] ───► [VAE Decode]
6(Pure Video Latents Only)
