Mastering Stable Diffusion Videos - Corridor Crew Workflow

Table of Contents

1. Introduction
2. Workflow Overview
3. Using a Green Screen
4. Training the AI with Images
   1. Wearing Costumes
   2. Specific Style Training
5. Stabilizing Head and Zooming In
6. Reverse Stabilization
7. Removing the Background
8. Using De-flickering Tool
9. Generating Backgrounds with 3D Models
10. Adding Effects
11. Choosing the Right Footage
12. Editing Software Options
13. Removing the Background with Runway Green Screen
14. Face Tracking and Stabilization with Mocha AE
15. Exporting and Preparing the Footage
16. Training with Laura
17. Adjusting Settings in Koya
18. Implementing Laura in Stable Diffusion
19. Tweaking Control Net
20. Dealing with Jitteriness and Flicker
21. Fusion and Fast Rendering Times
22. Adding 3D Tracking and Elements
23. Conclusion

AI Video Workflow: Consistent Anime-style Videos Using Stable Diffusion

Hey there everyone! In today's article, we'll dive into the world of creating consistent AI videos with an anime-style using stable diffusion. I'll be sharing my workflow and techniques, inspired by the popular YouTube Channel, Corridor Crew. Bear in mind, this is a mixture of my own experiences and what I've observed from their videos. So let's get started and unlock the secrets behind these captivating anime-style videos!

1. Introduction

Before we Delve into the details, let's establish the primary goal of this article: to provide You with a comprehensive guide on how to achieve consistent AI videos with an anime-style using stable diffusion. We'll explore the necessary steps, tools, and techniques to master this process, allowing you to Create stunning videos that captivate your audience.

2. Workflow Overview

To give you a clear understanding of the entire process, let's begin with a high-level overview of the workflow. This will help you Visualize the various stages involved in creating these anime-style videos. The workflow includes:

1. Using a green screen for easy background separation.
2. Training the AI with images of yourself wearing the desired costumes.
3. Training the AI with a specific style to achieve the anime aesthetic.
4. Stabilizing the head and zooming in to minimize noise.
5. Implementing reverse stabilization for consistent results.
6. Removing the background to create a clean canvas.
7. Utilizing a de-flickering tool to eliminate any inconsistencies.
8. Generating backgrounds using 3D models and the trained style.
9. Applying additional effects, such as glow effects, to enhance the final video.

3. Using a Green Screen

To easily separate your subject from the background, it is highly recommended to use a green screen. This allows for clean and precise extraction, ensuring the focus remains on the subject. If you don't have footage with a green screen, you can still find alternative methods for background removal. However, note that working with a green screen significantly simplifies the process and yields better results.

4. Training the AI with Images

To achieve the desired anime style, it is crucial to train the AI with specific images. This involves two key aspects: wearing the costumes you want the AI to generate and training with a particular style. By incorporating images of yourself in the desired costumes, you provide the AI with a reference to generate accurate and consistent results. Additionally, training with a specific style ensures that the AI captures the desired aesthetic throughout the video.

Pros:

• Enables the AI to generate accurate and consistent results.

• Facilitates the creation of videos with the desired anime style.

  Cons:

• Training the AI with images of yourself and a specific style requires time and effort.

5. Stabilizing Head and Zooming In

To minimize noise and ensure consistency, stabilizing the head and zooming in is essential. This technique involves locking the face in place and stabilizing the video to follow the face. By zooming in and focusing on the facial features, the noise pattern remains consistent, resulting in stable and visually appealing AI-generated sequences.

Pros:

• Reduces noise and maintains consistency in AI-generated sequences.

• Allows for a focus on facial features, enhancing the final results.

  Cons:

• Requires careful adjustment to achieve the desired level of stabilization.

6. Reverse Stabilization

Reverse stabilization is a technique used to counter the previous stabilization and ensure consistent results. By applying reverse stabilization, the AI-generated sequences Align with the original video, maintaining stability and preserving the intended visual style.

Pros:

• Maintains stability and consistency in AI-generated sequences.

• Aligns the AI-generated sequences with the original video.

  Cons:

• Requires additional steps and adjustments to implement reverse stabilization effectively.

7. Removing the Background

Once the subject is separated from the background using a green screen or alternative methods, it is important to remove the background entirely. This step allows for a clean canvas for the AI to generate the desired animations, free from any distractions or inconsistencies.

Pros:

• Provides a clean canvas for the AI to generate animations.

• Enhances the overall visual quality of the video.

  Cons:

• Requires additional software or tools to effectively remove the background.
• Can be time-consuming depending on the complexity of the footage.

8. Using De-flickering Tool

To eliminate any flickering or jitteriness in the AI video, a de-flickering tool must be applied. This tool, such as the one available in DaVinci Resolve Studio, reduces flickering and creates smooth, consistent animations.

Pros:

• Removes flickering and jitteriness from the AI-generated video.

• Enhances visual quality and consistency.

  Cons:

• Requires access to specific software or tools with de-flickering capabilities.

9. Generating Backgrounds with 3D Models

To further enhance the anime aesthetic, the use of 3D models to generate backgrounds is highly effective. By incorporating 3D models that align with the trained style, the AI can seamlessly integrate the subject into vibrant, animated backgrounds, creating a visually captivating experience.

Pros:

• Adds depth and vibrancy to the video.

• Enhances the anime aesthetic.

  Cons:

• Requires access to or knowledge of 3D modeling software.

10. Adding Effects

In addition to background generation, various effects such as glow effects can be applied to further enhance the final video. These effects can add an extra touch of style and uniqueness to the anime-inspired animations.

Pros:

• Adds artistic Flair and uniqueness to the video.

• Enhances the desired anime style.

  Cons:

• Requires knowledge of effects software and techniques.

Stay tuned for the continuation in the next section!

AI Video Workflow: Consistent Anime-style Videos Using Stable Diffusion - Part 2