AnimateDiff ControlNet Tutorial - How to make AI animations Stable Diffusion

goshnii AI
6 Jan 202408:46

TLDRThis tutorial demonstrates how to create stable AI animations using the AnimateDiff and ControlNet extensions in Automatic1111. The video covers the installation process for both extensions and the necessary model downloads. It guides viewers through setting up prompts, using reference images and videos to guide character poses, and fine-tuning settings for detailed and stable animations. The result is an impressive animated character playing a guitar, showcasing the power of combining AnimateDiff and ControlNet for creative projects.

Takeaways

  • 😀 The animation in the video was created using AnimateDiff and ControlNet to stabilize AI animations.
  • 🔍 The creator outsourced reference files and researched for a few days to find a solution for improving animations.
  • 🛠️ The process requires the installation of both Animate and ControlNet extensions, which can be done through the extension tab.
  • 📁 After installation, models need to be downloaded for both extensions from the Hugging Face page and placed in specific directories.
  • 🎨 The tutorial covers how to set up and apply settings for both Animate and ControlNet extensions in the software.
  • 🖼️ The creator uses a reference image to guide the generation of a character sitting with crossed legs and holding a guitar.
  • 🎶 To enhance the animation, the creator adds details like a waterfall in the background and musical notes in the air.
  • 🎥 A reference video of someone playing a guitar is used to guide the character's hand movements in the animation.
  • 👌 The tutorial demonstrates how to use the AnimateDiff and ControlNet extensions together to create a more controlled and detailed animation.
  • 💻 The video explains how to adjust settings in Automatic1111 to achieve the desired animation outcome.
  • 🎉 The final result showcases a character playing a guitar with a more realistic pose thanks to the guidance from ControlNet.

Q & A

  • What is the purpose of using ControlNet in AI animations?

    -The purpose of using ControlNet in AI animations is to guide the generation process with a reference video, which helps to create more stable and accurate animations.

  • How many days did it take the creator to research and find a solution for the animation process?

    -It took the creator a few days to research and watch other videos to find a solution for the animation process.

  • What are the two extensions that need to be installed for the animation process described in the script?

    -The two extensions that need to be installed are 'Animate' and 'ControlNet'.

  • What settings should be checked and applied under the ControlNet tab after installation?

    -After installation, under the ControlNet tab, settings should be checked and applied, including the directory path for the rendered models.

  • What models are required for both Animate and ControlNet extensions to be used?

    -For Animate, models can be downloaded from the Hugging Face page, and for ControlNet, the open pose model from Hugging Things is used, although other models can also be installed.

  • What is the checkpoint used by the creator in the script for generating the animation?

    -The checkpoint used by the creator is from 'CIT AI hello 2D young'.

  • What are the settings the creator changed in Automatic1111 for the generation of the prompt?

    -The creator changed the sampling mode to DDIM, set sampling steps to 40, included a high-risk fix, chose rsun 4X Animate 6B upscale by 1.3, set highr steps to 20, and adjusted denoising strength to 0.3.

  • How did the creator modify the animation to show the character sitting with crossed legs and holding a guitar?

    -The creator used ControlNet with a reference image to guide the generation and achieve the desired pose of the character.

  • What additional elements did the creator include in the prompt to enhance the animation?

    -The creator included a waterfall in the background and musical notes in the air from playing the guitar, as well as an add detailer for a perfect face in the generation.

  • How did the creator proceed to animate the character playing the guitar in the animation?

    -The creator used the Animate Diff extension with a motion module, set the format as G, number of frames, and duration, and included control over the hands using ControlNet with a reference video.

  • What was the aspect ratio of the reference video resized to for use in the animation?

    -The reference video was resized to an aspect ratio of 512 by 768.

Outlines

00:00

🎨 Enhancing Animations with Control Net

The first paragraph discusses the process of improving animations using the 'Control Net' extension in combination with 'Animate'. The speaker has outsourced reference files to guide the animation generation and shares their research journey to find a solution. They provide a step-by-step guide on installing 'Animate' and 'Control Net' extensions, setting up the necessary directories, and downloading models from 'HaGin Face Page'. The tutorial continues with instructions on configuring settings in 'Automatic 1111' for generating prompts and adjusting parameters for better image quality. The speaker also demonstrates how to use a reference image to guide the character's pose using Control Net and suggests adding details like a waterfall and musical notes for a richer scene. The paragraph concludes with the speaker expressing satisfaction with the generated image, ready to proceed with animation.

05:11

🎸 Animating Guitar Playing with Control Net and Animate Diff

The second paragraph delves into enhancing an animation by controlling the character's hand movements while playing a guitar. The speaker describes how to refine an animation by using 'Control Net' and 'Animate Diff' extensions. They guide the user through the process of importing a previously generated image and using a reference video of a person playing a guitar to match the pose. The video is resized and trimmed for efficiency, and then exported as both a resized video for 'Animate Diff' and a PNG sequence for 'Control Net'. The speaker details the settings in 'Automatic 1111' for using 'Animate Div' and 'Control Net', including selecting the appropriate models and adjusting settings to expedite the rendering process. The result is an animation where the character convincingly plays the guitar, demonstrating the effectiveness of combining 'Animate Diff' and 'Control Net'. The paragraph ends with an encouragement for viewers to apply these techniques to their creative projects and a prompt for likes, subscriptions, and comments.

Mindmap

Keywords

💡AnimateDiff

AnimateDiff is an extension used in AI animation software that helps to create animations by guiding the generation process. In the video, AnimateDiff is used to generate a stable and smooth animation from a single prompt, and it is also combined with ControlNet to enhance the character's hand movements while playing the guitar.

💡ControlNet

ControlNet is another extension that works alongside AnimateDiff to improve the quality of AI animations. It uses reference images or videos to guide the generation process, ensuring that the animations are more accurate and aligned with the desired outcome. In the script, ControlNet is used to correct the character's pose and to add details like a waterfall and musical notes.

💡Stable Diffusion

Stable Diffusion is a term that refers to a type of AI model used for generating images and animations. The video mentions placing a checkpoint from CIT AI hello 2D young into the checkpoint folder in Stable Diffusion, which is part of the setup process for generating animations with the AnimateDiff and ControlNet extensions.

💡Reference Video

A reference video is a pre-recorded video that serves as a guide for the AI to understand and replicate certain movements or poses. In the context of the video, a reference video of someone playing a guitar is used with ControlNet to ensure that the character's hand movements in the animation are realistic and accurate.

💡After Effects

After Effects is a digital visual effects, motion graphics, and compositing application used in the post-production process of film making. In the script, After Effects is mentioned as the tool used to resize the reference image and video to match the aspect ratio required for the animation process.

💡Open Pose

Open Pose is a model used within the ControlNet extension to analyze and replicate human poses in images or videos. It is selected in the script to help guide the character's pose in the animation, particularly for the hands playing the guitar.

💡Automatic 1111

Automatic 1111 seems to be the name of the software or platform where the extensions AnimateDiff and ControlNet are being used. It is mentioned several times in the script as the place where models are downloaded, settings are adjusted, and where the actual animation generation takes place.

💡Denoising

Denoising is a process in image and video processing that aims to reduce noise and artifacts, resulting in a cleaner and more refined output. In the video, the denoising strength is adjusted to 0.3, which is part of the settings to generate a clearer animation.

💡Upscale

Upscaling is the process of increasing the resolution of an image or video. In the script, the 'rsun 4X animate 6B upscale' is mentioned, which suggests that the animation is being upscaled by a factor of 4 to improve its quality.

💡Batch Processing

Batch processing refers to the execution of a series of tasks using a computer system without human interaction. In the context of the video, batch processing is used to handle the PNG sequence batch frames in ControlNet to manage the animation generation process more efficiently.

Highlights

The animation was created using a combination of image diffusion and control net to enhance stability.

Outsourcing reference files can be utilized to guide the generation process.

Installation of both Animate and Control Net extensions is required for the process.

Settings adjustments under Control Net are crucial for proper functioning.

Models for Animate Div and Control Net need to be downloaded and placed in specific directories.

The use of a checkpoint from CIT AI for generating prompts.

Adjusting settings such as sampling mode, sampling steps, and denoising strength can affect the animation outcome.

Control Net is used to guide the generation towards a desired pose using a reference image.

Resizing and aspect ratio adjustments can be made using After Effects for better integration with Control Net.

Incorporating elements like a waterfall and musical notes can add detail to the animation.

The use of the Add Detailer extension can perfect facial features in the animation.

Animate Diff extension can be used to create animations from a single prompt.

Control over character actions, such as playing the guitar, can be achieved by including Control Nets.

Reference videos can be resized and trimmed for use in guiding the animation process.

Exporting assets as resized video and PNG sequence can provide more control over the animation.

Settings adjustments in Animate Diff and Control Net can speed up the generation process.

The final animation demonstrates improved guitar playing guidance thanks to Control Net.

This technique can be applied to a variety of creative ideas for animation.

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