Muse Studio Wan 2.2
Welcome to The Muse Studio,
the definitive, all-in-one suite for transforming your static character images into dynamic, cinematic, and professional-grade video content.
I've engineered this system to be a complete production powerhouse, from initial animation to final 4K rendering. At its core, it's built on the advanced Wan 2.2 architecture, which uses a sophisticated two-stage rendering process. An initial model masterfully establishes the core motion and structure, while a second, high-detail model meticulously refines the output, resulting in videos with incredible sharpness, clarity, and temporal consistency.
This is more than a simple animator; it's a complete post-processing pipeline. The Muse Studio includes a built-in upscaling render farm and a frame interpolation engine, allowing you to direct your character, control the camera, and export silky-smooth, high-framerate videos at up to 4K resolution.
Whether you're just starting to animate your AI characters or you're a professional who needs a complete production-grade video tool, The Muse Studio has a version inside that will unlock the next level of your creative work.
Explore the different tiers available to find the engine that best fits your mission.
Key Features (Available in the Full Flagship Version):
- 🧠 Two-Stage Rendering Engine: Leverages both the high_noise and low_noise Wan 2.2 models for superior detail, clarity, and motion stability.
- 🎥 Cinematic Camera Control: Become a virtual cinematographer by directing the camera with simple text prompts like "slowly zoom in" to create dynamic and engaging shots.
- 🚀 The 4K Render Farm: A complete, built-in post-processing pipeline that can automatically upscale your final videos to crisp HD or a breathtaking 4K resolution.
- 🎞️ Multi-Framerate Post-Processing: Automatically generates multiple video outputs, including a quick preview and three ultra-smooth, RIFE-interpolated final cuts at 24fps, 30fps, and an incredible 60fps.
- 🎨 Perfect Color Fidelity: An integrated color correction module ensures the final video's tones and mood perfectly match your original source image.
- 👤 Full LoRA Support: Seamlessly integrate your custom-trained character LoRAs to ensure perfect consistency in every single frame.
- ⚙️ Performance Optimized: Includes built-in memory management features to reduce VRAM usage, making this powerful system accessible to a wider range of hardware.
Operational Protocol:
This version is designed for simplicity.
- Load the attached .json file into ComfyUI.
- In the "Load Image & Prompt" group, upload your image and write a prompt describing the motion you want to see.
- Hit Queue Prompt. That's it. The workflow will generate your silent, 16fps video clip.
System Requirements & Dependencies:
Use the ComfyUI Manager to install these required custom nodes.
- Video Core: ComfyUI-WanVideoWrapper
- Post-Processing: ComfyUI-VideoHelperSuite
- Utilities: ComfyUI-Various, Jags-pysssss-nodes
Required Models:
- WanVideo: wan2.1_i2v_480p_14B_fp16.safetensors, umt5-xxl-enc-bf16.safetensors, Wan2_1_VAE_bf16.safetensors
The Path to Full Power
You now hold the core of the engine. When you're ready to unlock its full potential, the paid tiers are waiting. Ask yourself:
- Do you want to transform your 16fps animation into a buttery-smooth, professional 24fps video using RIFE?
If so, "The Agent" tier is your next step.
- Do you want the ultimate power of AI-generated ambient soundscapes, perfect color matching, and ultra-smooth 30fps and 60fps outputs?
Then the full "Ghost" tier is your final destination.
Welcome again to the operation. I hope you enjoy this first taste of the Aura Engine, and I can't wait to see what you create.
To get all the 3 versions join The Midnight Lab Below
>>THE MIDNIGHT LAB<<
This is yours. I believe everyone should get to experience the core of what's possible with Image-to-Video AI, which is why I'm making this workflow available to all.