360-orbit workflow achieves perfect face consistency across angles from a single frontal photo
Future_Challenge_910 · reddit · 2026-10-22
The author shares a MiniMax-based 360-orbit workflow for keeping the same face consistent across viewing angles in image generation.
- Failed attempts: Qwen image edits get contaminated by the source face even when told to ignore it, GPT edits, stacks of closeups — even real photos of the reference person fall apart at profile angles
- Solution: start with one very solid frontal face photo, generate a 360-orbit video with MiniMax, and grab frames at each key angle — reportedly 100% consistency, better than hunting real photos
- Limits: high/low camera angles need extra work (e.g., ComfyUI's new 3D camera workflow, or another referenced 360 pass)
Core recipe: one good frontal shot + one 360 orbit = a full set of angle-consistent face references.
More from Multimodal
- Image Edit Showdown: Qwen 2.1 Beats Fibo 2 and Klein 9b, but Fibo Breaks Above 2MP — Technical_Fish_9638 · 2026-10-22
- Combining CozyClay 3D keyframes with Maestro to generate full videos — cocktailpeanut · 2026-10-22
- AI-generated VHS-style demon queen video showcases striking cinematic quality — brythehuman · 2026-10-22
- Moss image edit methods compared: a 6,000-step LoRA makes all the difference — Sixhaunt · 2026-10-22
- CrossFit-GS uses out-of-fold cross-validation to fix pose drift in COLMAP-free 3D Gaussian Splatting — kwangmoo_yi · 2026-10-22
- Hermes agent now edits videos directly in DaVinci Resolve from a script — alexcovo_eth · 2026-10-22