『Reference Only』で“同じ顔”や”同じキャラクター”をキープできる。凄すぎるControlNetの新機能

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16 May 202309:17

TLDRControlNet introduces a remarkable new feature called 'Reference Only' that allows users to adjust various elements while maintaining the same face or character. The feature's versatility is demonstrated through multiple examples, such as generating a series of images with a similar dog, modifying moods and backgrounds, and adjusting prompts to prioritize the user's input. It also showcases the ability to create cartoons and animations, and to apply prompts across different models to generate consistent results. The script highlights the compatibility with illustration systems and the potential for creating detailed depictions in animation. Additionally, the feature's effectiveness in handling live-action images and the flexibility in making adjustments to poses and clothing is discussed. The video concludes by encouraging viewers to explore the 'Reference Only' feature and other functions of ControlNet to generate their ideal images more easily.

Takeaways

  • 🆕 ControlNet has introduced a new feature called 'Reference Only' which allows users to adjust different elements while keeping the same person or character in the images.
  • 📸 To use 'Reference Only', you need to drop an image into the ControlNet section, enable it, check 'Pixel Perfect', and select 'Reference Only' from the Preprocessor.
  • 🔄 After selecting 'Reference Only' and generating the image, you will get a result with a similar face but variations in the background mood.
  • 🎨 You can change the 'Control Mode' to prioritize your prompt, which results in a more similar image generation based on the original reference.
  • 📹 Focusing on ControlNet with the right photo can yield good results, but it may vary depending on the model and prompt used.
  • 🏃 Adding gestures, like 'running', to the same face can be achieved by keeping the face the same and altering the prompt.
  • 🎭 The 'Reference Only' feature is versatile and can be used to create cartoons, animations, and even frame-by-frame GIF movies by increasing the batch count.
  • 📈 The XYZ Plot section from the Scripts offers another useful feature for applying prompts to different models, generating variations while keeping the subjects similar.
  • 🖌️ The technology is compatible with illustration systems, making it easier to create detailed depictions in cartoons and animations.
  • 👩‍🦰 You can change physical attributes like hair color while keeping the character's face consistent, although the accuracy might improve with more careful selection and increased batch count.
  • 🍎 Specific prompts, like 'hold an apple in the girl's right hand', can yield better results when the instructions are clear and the batch count is increased.
  • 🎭 With Multi ControlNet, you can apply multiple controlnets to find a suitable image for a specific task, like holding an apple, and adjust settings like 'Control Weight' for better results.
  • 📚 By combining 'Reference Only' with other functions, the process of generating an ideal image has been made significantly easier, opening up many more creative possibilities.

Q & A

  • What is the new feature introduced in ControlNet called?

    -The new feature introduced in ControlNet is called 'Reference Only'.

  • How does the 'Reference Only' feature allow users to adjust different elements in an image?

    -The 'Reference Only' feature allows users to adjust different elements in an image while keeping the same person or character consistent.

  • What steps are required to use the 'Reference Only' feature in ControlNet?

    -To use the 'Reference Only' feature, you need to drop the image in the ControlNet section, check the 'Enable' and 'Pixel Perfect' boxes, select 'Reference Only' from the Preprocessor, and then press 'Generate'.

  • How can the batch count be increased to observe more variations in the generated images?

    -The batch count can be increased to observe more variations in the generated images by adjusting the settings in ControlNet to produce multiple images at once.

  • What happens when you change the Control Mode to 'My prompt is more important'?

    -When the Control Mode is changed to 'My prompt is more important', the prompt gets higher priority, resulting in a very similar dog image being generated.

  • How does focusing on ControlNet with the right photo impact the generated image?

    -Focusing on ControlNet with the right photo can yield good results, but the outcome may vary depending on the model and prompt used, so experimentation with different settings is recommended.

  • What can be achieved by adding the 'Running' prompt while keeping the same face?

    -By adding the 'Running' prompt while keeping the same face, ControlNet can generate images with the same facial features but with the added gesture of running.

  • How versatile is the 'Reference Only' function in terms of creating different types of content?

    -The 'Reference Only' function is quite versatile, as it can be used to create cartoons, animations, frame-by-frame GIF movies, and more.

  • What is the XYZ Plot section in the Scripts section of ControlNet?

    -The XYZ Plot section in the Scripts section of ControlNet is a feature that, while not detailed in the transcript, is implied to be quite useful for certain applications.

  • How does applying the same prompts to different models affect the generated images?

    -Applying the same prompts to different models generates a lot of variations while keeping the subjects, such as dogs, visually similar across the models.

  • What compatibility does the 'Reference Only' technology have with illustrative images?

    -The 'Reference Only' technology is quite compatible with illustrative images, facilitating more detailed depictions and aiding in the creation of cartoons and animations.

  • How can the 'Reference Only' feature be used to change the hair color of a character in an image?

    -The 'Reference Only' feature can be used to change the hair color of a character by adjusting the prompts and ensuring the 'Enable' and 'Pixel Perfect' options are checked, then generating the image with the desired hair color.

Outlines

00:00

🎨 Introducing Controlnet's Reference Only Feature

This paragraph introduces the Reference Only feature of controlnet, a technology that allows users to adjust various elements in an image while maintaining the same person or character. The speaker demonstrates how to use this feature by using an image of a dog, explaining the process step by step. The Reference Only function is highlighted as a significant innovation, and viewers are encouraged to update their controlnet to utilize it. The paragraph also showcases the versatility of controlnet by illustrating how it can be used to create cartoons, animations, and GIF movies. The technology's ability to generate similar images across different models and to adapt to illustrative systems is emphasized, as well as its potential for creating detailed depictions and changing character attributes like hair color while retaining the original character's likeness.

05:06

🌟 Enhancing Images with controlnet and Multi ControlNet

The second paragraph delves into the application of controlnet for enhancing images, particularly in animation. It describes how the technology can maintain high-quality images and offers flexibility in image manipulation. The speaker then moves on to live-action images, demonstrating how controlnet can change poses and clothing while keeping the face consistent. The paragraph also touches on the use of inpainting for more flexible adjustments than traditional methods. The concept of Multi ControlNet is introduced, which allows for the application of multiple controlnets to find suitable images and improve accuracy. A detailed example is given, showing how to hold an apple in a character's hand using Multi ControlNet. The paragraph concludes by adjusting settings to achieve a more accurate and original image, highlighting the potential of controlnet and Multi ControlNet in generating ideal images and lowering the barriers for creative expression.

Mindmap

Keywords

💡Reference Only

Reference Only is a new feature in ControlNet that allows users to adjust various elements of an image while maintaining the same person or character's appearance. It is considered one of the most impressive technologies within the platform. In the video, it is used to generate images of a dog and a woman, keeping their faces consistent while altering other aspects like the background or pose. It is showcased as a highly versatile tool for creating cartoons, animations, and even adjusting specific features like hair color.

💡ControlNet

ControlNet is a technology or platform that offers various features for image generation and manipulation. The script focuses on one of its latest features, Reference Only, which is used to create images with consistent character appearances. ControlNet is depicted as a powerful tool with a wide range of capabilities, including creating frame-by-frame GIF movies and generating images with specific prompts and poses.

💡Pixel Perfect

Pixel Perfect is a setting within ControlNet that, when enabled, ensures that the generated images closely match the pixelation and quality of the reference image. It is mentioned in the context of selecting Reference Only and is crucial for achieving a high level of similarity between the generated and reference images, as demonstrated with the dog and woman images.

💡Control Mode

Control Mode refers to the different modes available within ControlNet that allow users to adjust the level of control they have over the image generation process. The script mentions changing Control Mode to 'My prompt is more important,' which increases the priority of the user's input, resulting in a more accurate representation of the desired image.

💡Batch Count

Batch Count is a term used to describe the number of images generated in a single operation within ControlNet. Increasing the batch count allows users to view multiple variations of an image and select the most suitable ones. It is used in the video to demonstrate the consistency of the dog's face across different images.

💡Multi ControlNet

Multi ControlNet is a feature that enables the application of multiple ControlNet processes to a single image. It is used in the video to find a suitable image for holding an apple, combining it with the previously generated image. This feature is presented as a way to achieve more complex and specific image manipulations.

💡Openpose

Openpose is a setting or feature within ControlNet that is used to adjust the pose of a character in the generated image. It is mentioned in the context of applying it after using Reference Only to maintain the original face while changing the pose, demonstrating the flexibility of ControlNet in image manipulation.

💡Control Weight

Control Weight is a parameter in ControlNet that allows users to adjust the influence of certain features or settings, such as Openpose, on the final image. In the video, it is used to fine-tune the balance between the original face and the new pose, ensuring a more accurate and desired outcome.

💡Inpaint

Inpaint is a technique or tool mentioned in the video for making adjustments to images, such as changing poses or clothes. It is presented as a method that is less flexible than using Reference Only in ControlNet, which allows for more nuanced and detailed modifications.

💡Illustrative Images

Illustrative Images refer to the type of images that are more artistic or stylized, often used in the context of cartoons and animations. The video discusses how Reference Only in ControlNet is compatible with these types of images, allowing for the creation of detailed and consistent character depictions across different frames or scenes.

💡Live-Action Images

Live-Action Images are photographs or footage captured from real-life scenes or actors, as opposed to animated or illustrated content. The video demonstrates how ControlNet's Reference Only feature can be applied to live-action images to generate similar faces in different contexts, showcasing the technology's versatility.

Highlights

Introduces a new feature called 'Reference Only' to ControlNet that allows users to adjust different elements while maintaining the same person or character.

The feature is considered one of the most amazing technologies within ControlNet.

Users can easily use Reference Only by uploading an image and enabling specific options in the ControlNet section.

The resulting images show a high degree of similarity to the reference image, with variations in the background mood.

Control Modes can be adjusted to prioritize the prompt, leading to more accurate and similar image generation.

The feature is versatile, suitable for creating cartoons, animations, and frame-by-frame GIF movies.

Different models can be applied the same prompts, generating variations while keeping the subjects similar across models.

Illustrative images are compatible with the technology, facilitating detailed depiction in cartoons and animations.

The color of the hair and other character features can be changed while keeping the character's face consistent.

Increasing the number of batches and careful selection can improve the accuracy of the generated images.

The technology can handle more complex instructions, like 'hold an apple in the girl's right hand', with some adjustments.

High-quality and flexible image generation is achievable, especially beneficial for animations.

Live-action images can also be used with Reference Only, generating faces that closely resemble the original.

Inpaint and other flexible adjustment methods can be used to change poses or clothes while keeping the same face.

Multi ControlNet allows for the application of multiple controlnets, enhancing the functionality and flexibility of image generation.

The Openpose feature can be used to adjust poses effectively while retaining the original face.

Control Weight adjustments can help correct the atmosphere and bring the generated image closer to the original.

The 'Reference Only' feature significantly lowers the barrier for generating ideal images when combined with other functions.

The channel encourages viewers to subscribe and explore the latest AI tools for more innovative applications.