【面白すぎる!】ディープフェイクのReActorの使い方と、ここだけのとっても面白い活用方法
TLDRIn this video, Alice and Yuki introduce Reactor, an AI extension for creating deep fakes. They demonstrate its ease of use, quality improvements, and features such as multiple face support, gender detection, and face restoration. They also highlight the importance of ethical use and showcase innovative uses, like swapping faces in group photos and animating characters, emphasizing the potential for creative applications while cautioning against deception.
Takeaways
- 🎥 Introduction of Reactor, a face-swapping extension for creating deep fakes.
- 🔍 Reactor is an evolved version of the previous loop with improved ease of use and quality.
- 🚫 Caution is advised when using deep fakes to avoid deception or harm.
- 🔜 Reactor supports quick and accurate face swapping, multiple faces in input images, and gender detection.
- 🖼️ New features include the ability to save images before swapping and a face restoration function.
- 💻 Installation process is similar to previous versions, with some differences like the automatic installation of necessary features.
- 🌐 The performance of Reactor is not dependent on GPU power and benefits from CUDA acceleration.
- 📸 Demonstration of changing faces in images using Reactor with detailed steps.
- 🎨 Exploring the effects of different settings like Codeformer weight and restore face visibility on the output.
- 👥 Reactor can swap faces in images with multiple people and has advanced face detection capabilities.
- 🎥 Innovative uses of Reactor include creating animations and videos with swapped faces.
Q & A
What is the main topic of the video?
-The main topic of the video is the introduction and demonstration of the sd webui reactor, a face swapping extension for creating deep fakes.
How does the Reactor differ from the previous version of the loop?
-The Reactor is an evolved version of the loop with improved ease of use and quality. It also includes new features such as the ability to perform face swapping quickly and accurately, support for multiple faces in input images, gender detection, and a face restoration function.
What are the system requirements for installing Reactor?
-To install Reactor, one needs to have Visual Studio installed with certain features, and it is recommended to have experience with the previous version of loop (roop) for easier installation.
How is the face swapping process initiated in Reactor?
-The face swapping process is initiated by opening the Reactor tab, dragging and dropping the target face image onto the main page, and adjusting the settings according to the desired output.
What are the two main facial restoration technologies mentioned in the video?
-The two main facial restoration technologies mentioned are Codeformer, which specializes in removing noise and blur while preserving facial details, and GFPGAN, which is focused on facial reconstruction and enhancement to produce realistic and natural facial textures.
How can the 'Restore Face Visibility' setting be utilized effectively?
-The 'Restore Face Visibility' setting can be used to improve the clarity of a face when it is partially hidden or obscured. Adjusting this setting can help in achieving a more natural-looking face swap, especially in images where facial details are not fully visible.
What is the significance of upscaling in the context of Reactor?
-Upscaling is significant as it enhances the quality of the generated images, particularly when the face is small or the image is of low resolution. It can also help in fixing blurry images post face swapping by increasing their detail and sharpness.
How can Reactor be used to swap faces in multiple people within an image?
-Reactor can swap faces in multiple people by specifying the face numbers of both the source and target images. This allows for the creation of complex face swaps involving numerous individuals in a single image.
What is the role of gender detection in Reactor?
-Gender detection in Reactor is used to selectively swap faces based on the gender of the individuals in the source and target images. This feature allows users to change only male or only female faces, depending on their preference.
What are the two interesting ways to use Reactor introduced at the end of the video?
-The two interesting ways introduced are: 1) Swapping faces in images containing many people, such as a group photo, by numbering and swapping faces in sequence; 2) Applying Reactor to animations by upscaling the frames and swapping faces to create a new animated video with the desired faces.
Outlines
🎥 Introduction to Reactor: A Face Swapping Extension
This paragraph introduces the Reactor, a face-swapping extension for creating deep fakes. The speaker, Yuki, mentions that while the technology isn't new, they have extensively tested it and encourages viewers to watch the entire presentation. Two innovative uses of the Reactor are teased for the end of the program. The Reactor is described as an evolved version of a previous extension, with improvements in usability and quality. It is noted that the Reactor is a separate branch of the stable diffusion loop extension. The paragraph also cautions about the responsible use of deep fakes, emphasizing not to deceive or harm others. The improvements of the Reactor over the conventional loop are highlighted, including faster and more accurate face swapping, support for images with multiple faces, gender detection, image saving before swapping, and face restoration. The performance of the Reactor is noted to be independent of GPU power and improved by CUDA acceleration. The removal of the filter applied to NSFW content is also mentioned as a significant upgrade.
🔧 Installation and Basic Usage of Reactor
This paragraph explains the installation process of the Reactor extension and its basic usage. It begins with the installation instructions for Visual Studio, which are similar to those for the previously introduced roop, with a video guide provided for first-time installers. The paragraph then details the installation from the Extensions tab via the URL of the GitHub page. After installation, users can select the Reactor extension, which is organized alphabetically. The speaker demonstrates the basic usage by changing the face of an image using the image-to-image feature. The settings for the Reactor, including the model, base image generation, denoising strength, and saving options, are explained. The paragraph also describes the generation process and the results, emphasizing the quality and naturalness of the face-swapped image.
🔄 Exploring Advanced Features and Settings of Reactor
This paragraph delves into the advanced features and settings within the Reactor. The speaker discusses the impact of parameter settings on the final image, focusing on the Codeformer and GFPGAN technologies. Codeformer is a facial restoration technology that specializes in removing noise and blur from images while preserving facial details, making it ideal for low-resolution or poor-quality images. GFPGAN, on the other hand, is adept at reconstructing and enhancing facial textures without compromising facial features, suitable for images with obscured or damaged facial details. The speaker compares different Codeformer settings and their effects on the image, noting that a lower setting results in a more natural and feminine appearance, while a higher setting intensifies the facial elements at the expense of smoothness. The paragraph also explores the restore face visibility feature, which improves the clarity of obscured facial parts, and the impact of upscaling on image quality. The speaker suggests that upscaling can enhance the effect, especially for smaller faces.
👥 Multiple Face Swapping and Gender Detection
This paragraph showcases the Reactor's capability to swap faces in images containing multiple people and to detect and swap faces based on gender. The speaker demonstrates how to use the Reactor to change the face of a man in a source image using a target image of three women lined up. The process of selecting face numbers for source and target images is explained, along with the results of the face-swapping process. The speaker also tests the Reactor's gender detection feature by generating images with only female or male faces changed. The accuracy of the gender determination is praised, and the potential of these features for various applications, such as altering graduation photos or creating animations, is discussed. The speaker also mentions a future video detailing the workflow for creating animations with the Reactor.
🎬 Conclusion and Future Applications of Reactor
In this final paragraph, the speaker wraps up the presentation by highlighting the Reactor's ability to generate deep fake images and the creative potential it offers. Two innovative uses of the Reactor are introduced: swapping faces in crowded images and applying the technology to animations. The speaker describes a process for creating an animation by upscaling and face-swapping video frames, mentioning plans to cover this in more detail in future content. The Reactor's capability to store the original image and generate two video frames simultaneously is noted, allowing for the creation of upscaled and face-swapped videos. The video concludes with a call to action for viewers to subscribe to the channel and a thank you message for watching.
Mindmap
Keywords
💡ディープフェイク
💡ReActor
💡顔スワップ
💡DreamShaper
💡MajicMix Ver7
💡Codeformer
💡GFPGAN
💡restore face visibility
💡アップスケール
💡複数顔のスワップ
💡gender detection
💡アニメーションへの応用
Highlights
紹介するのは、ディープフェイクを作成するためのsd webui reactorという拡張機能です。
この拡張機能は、比較的簡単に使いやすく、品質も向上しています。
複数の顔を含む入力画像をサポートし、性別を検出できます。
顔交換を行った顔を、より自然な状態に戻す顔復元機能が搭載されています。
GPUの性能に依存せず、CUDAのアクセラレーションをサポートしてます。
インストール方法は、以前紹介したroopとほぼ同じです。
Reactorでは、以前必要だったinsight faceという拡張が自動的にインストールされるため、別途インストールは不要です。
基本的な使用方法として、画像を画像で顔を交換する方法を紹介します。
CodeformerとGFPGANの2つの顔復元技術を利用できます。
Codeformerはノイズやブラーを除去しながら顔の細部を保持する技術です。
GFPGANは、顔の再構築と強化に特化し、自然な顔のテクスチャを作り出すことができます。
restore face visibilityという設定項目可以根据脸部被隐藏的情况改善脸部的一部分的清晰度。
アップスケール機能を利用することで、スワップ後の画像の解像度を向上させることができます。
複数の人々の顔を交換する際、Source ImageとTarget Imageの顔の数を正確に認識してスワップできます。
性別検出機能を利用して、特定の性別だけの顔を交換することができます。
Reactorは、アニメーションにも応用でき、顔をスワップしたアニメーションを作成可能です。
Reactorはオリジナルの画像を保存し、通常のアップスケールと顔のスワップを同時に行うことができます。
Reactorを使用することで、卒業アルバムのような多数の顔を含む写真の顔を交換することが可能です。
動画のフレーム画像にReactorを適用し、その画像を再度動画にまとめることで、新しい風合いの動画を作成できます。
この拡張機能を利用することで、愛好する顔を準備して、Adetailerの代わりに使用することができます。