Open-source storyboard workflow uses Qwen 2511 Image Edit for consistent characters and scenes
wjc_5 · reddit · 2026-07-26
An open-source storyboard workflow keeps characters and scenes consistent across frames
The post outlines a cinematic storyboard pipeline built around Qwen 2511 Image Edit and multiple LoRAs to keep both characters and environments consistent.
The workflow is:
- Generate a 360° panoramic scene with a 360 LoRA and seam fixing.
- Crop the camera position with OlmDragCrop.
- Set viewing angles with a multi-angle node.
- Prompt for character-scene relationships, actions, and expressions.
- Upscale to 4K with SeedVR2.
It says the stack includes LoRAs for speed, panorama consistency, camera control, quality upscaling, scene coherence, and character consistency. Single-character shots are described as much more stable; multi-character scenes are harder but still usable with repeated generations. The workflow also supports pose changes, outfit swaps, and other reference-based edits, and it ships with FP8 and Q4 GGUF options for lower-VRAM machines. A detailed YouTube tutorial is linked for reproduction.
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