Innovate Futures @ Benji
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ComfyUI AI Video Img2Vid Scenes Builder Ver.20250216
🕑 Added 2025-02-16 13:00:11 +0000 UTC
Video Tutorial : https://youtu.be/qjBfVz9cxQk
The img2vid workflow detailed in your tutorial is a structured, multi-step process for creating AI-generated video scenes, emphasizing character consistency, detailed styling, and animation.
Other Workflows and post related to this : https://www.patreon.com/collection/1325886?view=expanded
Here’s a concise summary:
1. Text-to-Image Generation (Step 1)
Tools: Flux, SDXL, IP adapters, and Luminance Image 2.0.
Process: Generate base images (e.g., a ninja warrior) using text prompts. Focus on hyper-realistic styles and consistent character design.
2. Outfit/Environment Refinement (Step 2)
Tools: Flux Redux.
Process: Use masking and reference images to alter outfits, backgrounds, or props (e.g., transforming a ninja’s suit or adding a blade with energy effects). Redux blends textures from reference images into the base scene.
3. Face Swapping (Step 3)
Tools: ACE LoRA vs. Flux PulID.
Process:
ACE LoRA: Best for simple face swaps but may remove masks or accessories.
Flux PulID: Preserves masks/scars and allows nuanced face adjustments (e.g., changing eye/nose structure while keeping a ninja mask intact).
Key Insight: PulID outperforms ACE for characters with facial accessories (e.g., masks, scars).
4. Image Refinement (Step 4)
Tools: Flux Refiner.
Process: Enhance image quality and details (e.g., sharper textures, lighting) without altering the composition.
5. Upscaling (Step 5)
Tools: Ultimate SD Upscale.
Process: Double the image resolution, preserving fine details like leather straps, snake-skin arm wraps, or facial accessories.
6. Animation with Kling AI
Process: Convert refined images into video scenes using Kling AI.
Success: Smooth transitions for energy effects or character movements (e.g., a ninja leaping between buildings).
Challenges: Morphing issues in aggressive actions (e.g., fight scenes) and inconsistent focus (e.g., blurred eyes).
Workaround: Trim flawed segments and splice together usable clips.
Key Takeaways
Flux Workflow: Streamlined for consistency in characters, outfits, and environments.
Face Swapping: PulID is preferred for complex characters with accessories.
Animation: Clean AI handles basic actions well but struggles with high-intensity scenes.
Beginner-Friendly: A simplified version of the workflow will be shared for newcomers.
This workflow balances creative control with technical precision, pushing AI video capabilities while acknowledging current limitations in dynamic action rendering.
Related Tutorials:
ACE ++ In ComfyUI All-round Creator & Editor
ComfyUI PuLID Flux ll
FLUX 1 Tools Redux
Flux 1 Tools - Fill And ControlNet In ComfyUI
Flux AI Video Image2video Scenes Builder (Older version)
Comments
Benjamin Law
Have fun :)
Benjamin Law
We did before with LTX https://youtu.be/HfhozzQD-WM
ken white
Thank you. It looks like it will be a lot of fun.
Clayfacer
thank you for the workflow. I understand that kling is the sota for video gen and the results are good but I would hope that local models would be highlighted as an alternative
