Consistent multi-view 3D generation: using a multi-angle reference matrix

LCD-9 · reddit · 2026-09-12

The author shares a practical trick for AI image generation: generating a pyramid is easy, but generating the same pyramid from multiple camera angles is hard — the model reinvents the structure each time. Their solution: build a multi-angle reference matrix first, then integrate the desired view into it to keep structural consistency across shots.

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