Full control of your AI videos - VACE Wan2.1 Video ComfyUI - IP Adapter, Depth, openpose. Very Easy!

Introduction

This tutorial will guide you through the process of gaining full control over AI video generation using the VACE framework in ComfyUI. You will learn how to set up the necessary components, install custom nodes, and utilize models for creating and editing synthetic videos and animations. This is a great way to enhance your video projects with advanced AI capabilities.

Step 1: Setting Up Your Environment

Before diving into video generation, ensure you have the necessary tools installed.

• Install ComfyUI: This is the main framework you will be using.
• Set Up RunPod: If you prefer cloud-based processing, you can use RunPod. Visit this link to get started.

Install Required Custom Nodes

• VideoHelperSuite
• KJNodes
• Controlnet_aux
• DepthAnythingV2
• Florence2
• These nodes can be installed via the ComfyUI manager. The Depth Anything and Florence models will automatically download during their first run.

Step 2: Downloading Necessary Models

You will need specific models for VACE Wan 2.1 (1.3B Preview) to function correctly.

• Text Encoder:

  • Download from here.
  • Place it in /workspace/ComfyUI/models/text_encoders/.

• VAE:

  • Download from here.
  • Place it in /workspace/ComfyUI/models/vae/.

• Diffusion Model:

  • Download from here.
  • Place it in /workspace/ComfyUI/models/diffusion_models/.

Step 3: Exploring VACE Features

Once everything is set up, familiarize yourself with the key features of VACE:

• IP Adapter: This allows for enhanced video processing capabilities.
• Depth Control: Manage depth in your videos for a more dynamic look.
• OpenPose: Use this for generating animations based on poses.

Step 4: Creating Your First AI Video

Now that your environment is ready, you can start creating videos.

1. Access VACE: Open ComfyUI and load the VACE Wan 2.1 template.
2. Input Your Data: Enter the necessary parameters for your video project.
3. Adjust Settings: Modify the depth and pose settings according to your needs.
4. Generate Video: Start the rendering process and wait for your AI video to be created.

Step 5: Editing and Fine-Tuning

After generating your video, you may want to edit or fine-tune it.

• Use Editing Tools: Make adjustments to your video using ComfyUI’s built-in tools.
• Re-generate as Needed: Feel free to tweak settings and regenerate the video for different outcomes.

Conclusion

By following these steps, you can effectively harness the power of VACE in ComfyUI to create and edit AI-generated videos. Experiment with different settings and features to maximize your results. As you become more familiar with the tools, consider integrating more complex animations and effects to elevate your projects. Happy video making!