Turns a single photo into a geometry-consistent, frozen-time 360° camera orbit that returns to the exact start frame. Implemented as a LoRA for MiniMax‑H3 FL2VA — use identical first+last keyframes to produce seamless orbit clips; trained on a small human-centric square orbit dataset, so results are domain-limited.