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Multiple ControlNets with Image Guidance

Leonardo.Ai has introduced an innovative feature called Multiple ControlNet with Image Guidance. This enhancement revolutionizes the way you style and structure images, providing the capability for detailed adjustments using a variety of ControlNet settings. It brings a host of advantages, including new tools, individual weight control, and the ability to employ multiple ControlNet functionalities at once.

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Image Guidance takes control to a new level of sophistication and layering. It introduces features like Depth and Pattern, adding fresh perspectives to depth perception and artistic expression. Other functionalities such as Pose and QR allow for precise replication and interpretation.

In today's discussion, we delve into how these fresh features can be utilized to generate a wide range of imaginative outcomes.


Leonardo AI Image Guidance

Maximizing the Benefits of Image Guidance

Picture this: you want to refine the composition of your image while also positioning your character in a specific pose. Or, you might desire precise control over your character's look, along with enhanced depth and texture in the background. All these customizations are now possible with the range of ControlNet options in the latest Image Guidance feature.

Leonardo’s new suite of features includes:
  • Depth-to-Image
  • Edge-to-Image
  • Line Art
  • Normal Map
  • Pose-to-Image
  • Pattern-to-Image
  • Sketch-to-Image
  • Text Image Input
  • QR Code to Image


Accessing these tools is effortless. Just head to the Image Generation page and select the new Image Guidance tab. There, you can upload up to four source images to begin actualizing your creative concept.

Benefits of Image Guidance


Exploring the Depth ControlNet: Elevating Perception of Distance

The Depth-to-Image feature, a highly favored option within the Image Guidance toolbox, is adept at assessing and altering the perceived depth in your images. This tool forms a core part of our advanced ControlNet options, offering a sophisticated approach to depth manipulation.

Exploring the Depth ControlNet

The Depth-to-Image ControlNet employs sophisticated algorithms to meticulously examine each pixel in your image, estimating its relative distance from the viewer. This process results in the generation of a depth map, which acts as a foundational guide for any further image alterations. With this tool, you can accentuate elements in the foreground, seamlessly blend components into the background, or craft a convincing illusion of three-dimensional space.
Expert Tip💡Employ this feature when dealing with landscape images to make distant mountains appear far away while keeping the foreground objects unaffected. It's also ideal for portrait editing where you want the subject to pop against a gently blurred background.

Edge-to-Image: Transforming Contours into Art

In the realm of distinctive styling, it's the finer details that often have the greatest effect. This is precisely the role of the new Edge-to-Image ControlNet. It acts as an invaluable resource for accentuating the outlines of objects in your images, essential for those aiming to refine an image while maintaining its fundamental framework.

Transforming Contours into Art

Edge-to-Image utilizes advanced edge-detection algorithms to pinpoint the boundaries of every object in your source image. It converts these outlines into line art, crafting the final image in a manner that is both subtle and visually compelling.

Expert Tip💡 Using higher strength values in this tool retains more lines, resulting in a detailed and intricate image. This is perfect for enhancing existing line art or developing entirely new artistic creations from the ground up.

Line Art: Simplifying Artistic Complexity

The Line Art ControlNet is designed to identify the lines in your reference image, using them as a blueprint for creating your artwork. It achieves this by analyzing the uploaded image to detect and delineate the principal features and objects.

Simplifying Artistic Complexity

After establishing these outlines, they form the base layer for crafting your new image. This method is particularly beneficial for anyone aiming to emphasize certain aspects of a photo while eliminating the clutter of additional visual details.
Expert Tip💡 Utilize this tool for creating elegant logos, making stylized illustrations, or even developing detailed storyboards for bigger projects.

Normal Map: Merging 2D with 3D Realism

For those versed in 3D graphics, the Normal Map ControlNet within our Image Guidance feature suite is a standout tool. It revolutionizes the way artists can add depth and texture, characteristic of 3D, to their 2D images.

Merging 2D with 3D Realism

The Normal Map ControlNet essentially creates a detailed representation of the surface structure in your uploaded image, capturing intricate variations such as ridges and depressions. This comprehensive mapping assists the AI in producing images that are richly textured and nuanced.

Expert Tip💡 The Normal Map is ideal if your goal is to accentuate the main subject of an image or to add intricate texture to a flat surface. Its ability to work well with a range of base models allows for smooth integration of these detailed features. This makes it an invaluable tool in areas such as game design, architectural visualization, and digital art creation.

Pattern-to-Image: Crafting Motifs from Visual Elements

The Pattern-to-Image ControlNet offers an exciting approach to embellishing your artwork with complex designs and delicate effects. If you've ever been drawn to bold, high-contrast, or black-and-white geometric patterns, this ControlNet enables you to convert those eye-catching designs into entirely unique images.

leonadoai Ai Pattern-to-Image

Upon uploading a high-contrast pattern as a reference, the Pattern-to-Image ControlNet discerns the style and contours of the pattern. The result is a new image that not only incorporates these patterns but also elevates them beyond mere replication, offering a novel interpretation of your original design.

Expert Tip💡 For the best results, begin with high-contrast patterns, especially those in black and white. This technique is excellent for a variety of applications, including designing thematic backgrounds or producing intricate textures.

Pose-to-Image: Mastering the Art of Perfect Poses

The Pose-to-Image ControlNet, part of the Image Guidance toolkit, is designed to transform the way you manage character positioning and movement in your artistic endeavors. It's perfect for accurately replicating desired poses or for adding dynamic vitality to your compositions.

leonadoai Ai Mastering the Art of Perfect Poses

After you upload a reference image, the Pose-to-Image ControlNet analyzes it to recognize human or humanoid figures. It then aims to replicate these poses in your created image, providing an effortless method for achieving accurate character placement. This feature is adaptable and suitable for numerous applications, including game development, digital art, and beyond.

Expert Tip💡 The performance of Pose-to-Image can be influenced by the complexity of the pose and the clarity of the reference image. For best results, it's advisable to use reference images that are clear and feature relatively simple poses.

QR-to-Image: Innovating QR Code Aesthetics

QR-to-Image, a distinct feature within the ControlNet suite, blends practicality with artistic flair. This tool enables you to elevate the look of QR codes while maintaining their essential functionality, providing the flexibility to tailor them to particular visual themes or branding initiatives.

leonadoai Ai QR-to-Image

Whether it's for integrating a QR code into marketing collateral or product packaging, QR-to-Image ensures that your codes remain scannable while also harmonizing perfectly with your overall design aesthetic.

Expert Tip💡 Utilize this feature to customize QR codes to align with your brand's color scheme and themes, or to craft artistic versions that can function as integral design components within a broader visual layout

Sketch-to-Image: Bridging Traditional Sketching and Digital Art

Sketch-to-Image revolutionizes the process for artists and designers who typically start their creations with pencil sketches. Eliminate the hassle of manual digitization. This tool allows you to seamlessly transform your hand-drawn sketches into refined digital images, offering exceptional control and versatility.

leonadoai Ai Sketch-to-Image

The Sketch-to-Image ControlNet feature enables you to upload your hand-drawn sketches and use them as a base for your digital artworks. You have the freedom to adjust colors, textures, and even combine your sketches with other ControlNet functionalities such as Depth or Pattern. The outcome is a flawless blend of classic artistic techniques and modern digital design.

Text-to-Image: Converting Words into Visual Masterpieces

Text Image Input, commonly referred to as Text-to-Image, introduces an exciting new facet to the realm of text-centric art. Just by uploading an image with black text on a white background, you can access a myriad of stylized text art options. This feature is particularly beneficial for those aiming to transcend traditional typography and infuse distinctiveness into text-focused designs.

leonadoai Ai Text-to-Image

How Does It Operate? Once you've uploaded your selected image, the Text-to-Image ControlNet initiates an evaluation of the contrast between the black text and the white backdrop. Drawing inspiration from this analysis, it produces artistic and stylized renditions of your text, delivering a distinctive visual allure that surpasses conventional fonts and styles.

Closing Thoughts

The introduction of the Image Guidance feature marks a groundbreaking enhancement to the Leonardo.Ai platform. It provides meticulous control for boundless creative opportunities and seamlessly integrates with our acclaimed features like Alchemy, PhotoReal, Prompt Magic, and SDXL.

Feel free to dive in and discover these innovative capabilities. We're eagerly anticipating the remarkable artwork you'll craft.

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