How to Make AI VIDEOS (with AnimateDiff, Stable Diffusion, ComfyUI. Deepfakes, Runway)
TLDRThis video tutorial explores the cutting-edge technology of AI video generation, including deepfakes and text-to-video conversion. It offers a primer on creating your own AI videos, using tools like AnimateDiff, Stable Diffusion, ComfyUI, and Runway. The tutorial covers both easy and advanced methods, with a focus on using Runway ml.com for a hosted version of Stable Diffusion. It demonstrates how to modify video styles, utilize pre-trained models, and animate images with motion. The video also touches on tools for deepfake creation, voice cloning, and real-time image generation with Stable Diffusion XL Turbo, providing a comprehensive guide for those interested in AI art and video generation.
Takeaways
- ๐ฒ AI videos are a trending topic in tech, with technologies like deepfakes and text-to-video generation gaining popularity.
- ๐ ๏ธ There are both easy and hard ways to create AI videos; the easy way involves using a service like Runway ml.com.
- ๐ฅ๏ธ The hard way to create AI videos is by running your own instance of Stable Diffusion on your computer.
- ๐ Stable Diffusion is an open-source project that is foundational for creating AI videos.
- ๐จ AnimateDiff, Stable Diffusion, and ComfyUI are tools used together to generate AI videos.
- ๐ ComfyUI is a node-based editor that helps refine images and parameters for AI video generation.
- ๐ A JSON file with video-to-video control settings can be downloaded and used with ComfyUI.
- ๐๏ธ The process involves loading a video or set of images into ComfyUI and modifying their style.
- ๐ Checkpoints are snapshots of pre-trained models used to style the images in the desired way.
- ๐จ Civit.ai offers pre-trained art styles that can be used to generate videos with different visual styles.
- ๐ท Runway ml.com provides a hosted version of Stable Diffusion for easier video generation.
- ๐ฅ Other tools like Wav2Lip and Replicate.to can be used for creating deepfake videos and cloning voices.
- ๐ Stable Diffusion XL Turbo is a recent advancement offering real-time text-to-image generation.
Q & A
What is the main topic of the video?
-The main topic of the video is about creating AI videos using various technologies such as AnimateDiff, Stable Diffusion, ComfyUI, Deepfakes, and Runway.
What is the 'easy way' mentioned in the video to create AI videos?
-The 'easy way' to create AI videos mentioned in the video is by using a service like Runway ml.com, which is a hosted version of Stable Diffusion.
What is the 'hard way' to create AI videos as discussed in the video?
-The 'hard way' to create AI videos involves running your own Stable Diffusion instance on your own computer.
What is AnimateDiff and how is it used in the video?
-AnimateDiff is a framework for animating images. It is used in conjunction with Stable Diffusion and ComfyUI to generate AI videos.
What is Stable Diffusion and its role in the AI video creation process?
-Stable Diffusion is an open-source project and a text-to-image AI generator that is used to create images which can then be animated to make AI videos.
What is ComfyUI and how does it relate to the AI video generation?
-ComfyUI is a node-based editor used in the project to create AI videos. It allows for the manipulation and refinement of images and parameters in the video generation workflow.
How does the video guide the user to start with Runway ml.com?
-The video instructs the user to select a UI interface for Stable Diffusion, choose the appropriate software version, and then launch it to start the video AI generation process.
What is a checkpoint in the context of the video?
-A checkpoint in the video refers to a snapshot of a pre-trained model, which is used to style the type of images desired in the AI video generation process.
Can you explain the use of Civit AI in the video?
-Civit AI is a website with pre-trained art styles that can be used to generate videos. The video demonstrates how to integrate Civit AI models into the workflow using Runway.
What is the purpose of the 'Gen 2' feature on Runway ml.com as mentioned in the video?
-Gen 2 on Runway ml.com is a feature for generating video using text images or both, which simplifies the process of creating AI videos.
How does the video describe the process of creating deepfake videos?
-The video describes the use of tools like 'wav to lip' for syncing audio with video and 'Replicate' for cloning voices and generating speech from text to create deepfake videos.
What is the latest development in Stable Diffusion mentioned in the video?
-The latest development mentioned in the video is Stable Diffusion XL Turbo, which is a real-time text-to-image generation model that allows for quick image generation.
Outlines
๐ Introduction to AI Video Generation Technologies
The video script introduces AI video generation as a hot trend in tech, covering deep fakes, animated videos, and text-to-video technologies. It discusses both easy and hard ways to engage with these technologies, mentioning services like Runway ML and the use of stable diffusion, an open-source project. The speaker plans to demonstrate making a video using these technologies and references a previous video on AGI. The process involves using a hosted version of stable diffusion, specifically Runi Fusion, and tools like Animate Div, Stable Diffusion, and Comfy UI. The video concludes with troubleshooting steps for checkpoint errors and generating AI videos with different styles, showcasing the capabilities of Comfy UI and the customization options it offers.
๐จ Exploring AI Video Stylization and Animation Tools
This paragraph delves into how to stylize and animate videos using AI. It covers the use of Civit AI for pre-trained art styles and how to integrate them with Runway, an easier alternative to running your own nodes. The speaker also demonstrates using Runway ML's Gen 2 for text-to-image or image-to-video generation, showcasing how to add motion to still images. Additionally, the paragraph explores other tools for creating deep fake videos, like Wav2Lip, and voice cloning with Replicate. It concludes with an introduction to the latest advancements in real-time image generation with Stable Diffusion XL Turbo, which is accessible through a sample website for experimentation.
๐ Summary of AI Video and Art Generation Tools
The final paragraph summarizes the various tools and techniques discussed for AI video and art generation. It highlights Runway ML as a user-friendly starting point for beginners, offering text-to-video, video-to-video, and image-to-image generation. The speaker also mentions tools for subtitles and expanding images. The paragraph encourages viewers to share other interesting tools or ask questions in the comments, wrapping up the video with a thank you and a teaser for the next video.
Mindmap
Keywords
๐กAI videos
๐กDeepfakes
๐กStable Diffusion
๐กAnimateDiff
๐กComfyUI
๐กRunway ml.com
๐กCheckpoints
๐กVAE
๐กCivit AI
๐กReplicate
๐กStable Diffusion XL Turbo
Highlights
AI videos are a hot trend in tech, encompassing deep fakes, animated videos, and text-to-video generation.
Introduction to technologies for creating AI videos similar to the AI short on AGI taking over the world.
Two methods for creating AI videos: an easy way using a service like Runway ml.com, and a harder way running your own stable diffusion instance.
Using a hosted version of stable diffusion for Mac users, such as runi fusion.com.
AnimateDiff, a framework for animating images, combined with stable diffusion and ComfyUI for AI video generation.
Run diffusion, a cloud-based, fully managed version of stable diffusion, is used with ComfyUI for a UI interface.
Demonstration of video-AI generation by modifying the style of an existing video using ComfyUI and stable diffusion.
Explanation of checkpoints in the workflow, which are snapshots of pre-trained models for styling images.
The use of different models like Disney Pixar cartoon style and sdxl models for various image stylizations.
ComfyUI's smart processing, which only reprocesses the last node changed in the workflow, speeding up the process.
Civit AI's pre-trained art styles available for generating videos, such as the anime style 'dark Sushi mix'.
Runway ml.com as an easier alternative to running your own node, offering hosted stable diffusion with Gen 2 for video generation.
Using AI image generators like Mid Journey, Dolly, or Runway to create images for animating in Runway.
Runway's motion tools, including motion brush for animating specific areas of an image.
Replicate.to as a tool for cloning voices and generating speech from text.
Introduction to the latest stable diffusion model, SDXL Turbo, for real-time image generation.
Clipd drop website for experimenting with SDXL Turbo's real-time text-to-image generation.
ComfyUI GitHub examples for downloading and running workflows like SDXL Turbo for faster image generation.
Runway ml.com as a recommended starting point for AI video and art generation due to its ease of use and diverse tools.