AI繪圖技術大突破，自由指定人物姿勢，用這3招讓模特兒擺出任意你想要的動作! | Stable Diffusion 教學 03 | ControlNet OpenPose Editor
TLDRThis video tutorial introduces two methods for generating images of characters in Stable Diffusion with specified poses. The first method involves using an uploaded image to define the character's pose, while the second allows for the direct creation of a character's skeleton within Stable Diffusion, eliminating the need for a reference photo with the same pose. The video guides viewers through the installation of the ControlNet tool and its models, including the essential openpose model, and demonstrates how to use ControlNet to modify poses and generate new images. It also covers the installation and use of the OpenPose Editor for adjusting skeleton poses directly within Stable Diffusion.
Takeaways
- 🖼️ The video introduces two methods for generating images of characters in Stable Diffusion with specified poses.
- 📷 To use a specific pose, one can upload an image to define the character's pose or create a skeleton directly within Stable Diffusion.
- 🛠️ Download and install the ControlNet tool for Stable Diffusion to utilize its features.
- 🔄 Use the Extensions feature in the WebUI to install ControlNet from a URL.
- 🎥 Install necessary ControlNet models, including the openpose model for generating specified poses.
- 📂 Place downloaded model files in the appropriate WebUI folder for ControlNet to recognize them.
- 🔄 After installing ControlNet, adjust settings like aspect ratio, resize options, and seed number for image generation.
- 🌟 Use the ControlNet feature to upload a reference image or use the computer's camera for real-time pose capture.
- 🎨 ControlNet allows for the adjustment of various settings such as color inversion and model selection for optimal results.
- 🔄 The video demonstrates how to use ControlNet to maintain the facial features of a character while changing the pose.
- 🦴 Download and use the OpenPose Editor tool to directly manipulate the skeleton's pose within Stable Diffusion.
- 📊 The video provides a detailed walkthrough of using ControlNet and OpenPose Editor for pose-specific image generation.
Q & A
What are the two methods discussed in the video for generating images of characters in Stable Diffusion with specified poses?
-The two methods discussed are using an uploaded image to specify the character's pose and directly creating a character's skeleton within Stable Diffusion, which eliminates the need for finding a photo with the same pose.
What tool is required to use ControlNet in Stable Diffusion?
-To use ControlNet in Stable Diffusion, you need to download the ControlNet tool and install it through the WebUI.
How can you install ControlNet from a URL in Stable Diffusion's WebUI?
-You can install ControlNet from a URL by going to Extensions in the WebUI, selecting 'From URL', pasting the URL, and pressing 'Install'.
Why is the openpose model essential when using ControlNet for generating poses?
-The openpose model is essential because it helps generate images with specified poses for characters, making it easier to create images without needing a reference photo with the desired pose.
What should you do after downloading the ControlNet models?
-After downloading the ControlNet models, you should move the files to the WebUI's installation folder, specifically to the 'extensions/sd-webui-controlnet/models' directory, and then restart the WebUI.
How does the Resize and fill option work in ControlNet when the aspect ratio of the new image is different from the original?
-The Resize and fill option will expand the dimensions of the original image based on its aspect ratio, and the excess parts will be filled in automatically to match the new dimensions.
What is the purpose of the 'guess mode' option in ControlNet?
-The 'guess mode' option allows ControlNet to automatically determine which model to use for generating the image based on the input settings.
How can you adjust the pose of a character directly in Stable Diffusion without using an uploaded image?
-You can adjust the pose of a character directly in Stable Diffusion by using the OpenPose Editor tool, which allows you to manipulate the skeleton and pose of a character to your liking.
What should you do if the ControlNet models do not appear after installation?
-If the ControlNet models do not appear after installation, you can click on 'refresh' to make them appear in the list.
What is the role of the 'Weight' setting in ControlNet?
-The 'Weight' setting determines how closely the generated image will adhere to the ControlNet settings. A higher weight value makes the generated image more similar to the ControlNet settings, while a lower value makes it more similar to the original settings.
How can you ensure that the generated image has a clear and detailed picture when using ControlNet?
-To ensure clarity and detail in the generated image, the width and height pixel settings should be at least 512 pixels.
Outlines
📌 Installing ControlNet for Pose-Guided Image Generation
This paragraph outlines the process of installing ControlNet, a tool for Stable Diffusion that enables the generation of images with specified poses. It begins with downloading the ControlNet tool through WebUI's Extensions menu from a provided URL. The user is guided through the installation process, which includes restarting the UI to activate the newly installed feature. The paragraph also emphasizes the importance of downloading the openpose model for generating poses and provides instructions for installing additional ControlNet models. The user is shown how to use ControlNet to generate an image by uploading a picture, adjusting settings for width and height, and selecting the desired model for pose generation.
🎨 Utilizing ControlNet and OpenPose Editor for Image Pose Adjustment
The second paragraph delves into the use of ControlNet and OpenPose Editor for adjusting the pose of a character in an image. It explains how to generate a skeleton graph that matches the uploaded image and how to adjust the pose using the OpenPose Editor. The user is walked through the process of installing the OpenPose Editor, making adjustments to the skeleton, and saving the changes. The paragraph also covers how to send the adjusted skeleton to the text2img or imgtoimg features in ControlNet for final image generation. The user is reminded to select the appropriate model and settings for the best results and is encouraged to support the content creators.
Mindmap
Keywords
💡Stable Diffusion
💡ControlNet
💡WebUI
💡Extensions
💡URL Installation
💡Models
💡Image Generation
💡Skeleton Tool
💡OpenPose Editor
💡Resize and Fill
Highlights
介绍了两种在Stable Diffusion中生成特定姿势人物图像的方法。
使用上传的图片来指定人物的知识型态，节省寻找相同姿势照片的时间。
在Stable Diffusion中直接制作人物的骨架，无需额外的照片。
详细说明了如何下载和安装Controlnet工具及其模型。
强调了openpose模型的重要性，它有助于生成指定姿势的人物图像。
展示了如何使用ControlNet功能，包括上传图片和调整姿势。
解释了如何设置图像的宽度和高度比例，以及Resize and fill和Crop and resize的区别。
提供了种子编号的随机生成方法。
介绍了面部修复选项和如何使用ControlNet上传姿势型态照片。
讨论了启用ControlNet功能和翻转导入图片颜色的选项。
解释了Low VRAM选项，适用于电脑效能不足的情况。
说明了guess mode选项，它会自动判断使用哪个模型。
展示了如何使用OpenPose Editor工具直接在SD中指定骨架的型态。
提供了如何调整骨架姿势和新增人形的方法。
解释了如何保存调整后的骨架图像，并将其用于生成新的人物图像。
讨论了如何提高骨架权重以改善生成图像的姿势匹配度。
鼓励观众通过赞赞支持视频制作，以便创作更多优质内容。
