Drag Your GAN AI (DraGan) is an advanced AI tool designed to revolutionize the control of generative adversarial networks (GANs). With its interactive point-based manipulation on the generative image manifold, users can now precisely and flexibly synthesize visual content by manipulating pose, shape, expression, and layout of generated objects.
By incorporating feature-based motion supervision and a novel point tracking approach, DragGAN empowers users to effortlessly drive handle points to target positions with high accuracy. This enables precise deformation and manipulation of various categories such as animals, humans, cars, landscapes, and more, producing realistic outputs even in challenging scenarios like occluded content and deforming shapes that preserve object rigidity.
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What is Drag Your GAN AI tool (DraGan)
Drag Your GAN AI introduces an innovative approach to interactive point-based manipulation of images. Leveraging the power of Generative Adversarial Networks (GANs), this technique begins by learning a generative image manifold—a high-dimensional space encompassing all possible images that can be generated by the GAN.
With Drag Your GAN AI tool, users gain precise control over image deformation by simply dragging points on the image. These points are then seamlessly moved towards their target positions on the manifold, resulting in a transformed image that aligns with the desired modifications.
This technique offers several notable advantages over traditional image editing methods. Firstly, it provides users with unparalleled control over the placement of pixels, enabling pixel-level precision in image deformation. Secondly, it supports a wide range of manipulations, including adjustments to pose, shape, expression, and layout of objects within the image. Additionally, Drag Your GAN excels in handling challenging tasks such as hallucinating occluded content and deforming shapes while maintaining object rigidity.
With demonstrated effectiveness in tasks such as image editing, point tracking, and image synthesis, Drag Your GAN tool presents itself as a promising advancement in image manipulation. This technique has the potential to revolutionize the way we interact with images, offering a new level of interactivity and creative possibilities.
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A step-by-step guide of using Drag Your GAN AI tool
With DragGAN AI, you have the ability to manipulate images across various categories, including animals, cars, people, and landscapes. You can adjust layouts, poses, shapes, and even alter expressions in photos.
The research team behind DragGAN AI explains their vision: “Imagine being able to just ‘drag’ any point of an image to exactly where you want it to be. That’s what we’re aiming to achieve with our new method, which we call DragGAN.”
Here’s how it works: DragGAN consists of two main components. The first is a feature-based motion supervision that enables precise point movement to the target positions. The second is a novel point tracking approach that ensures accurate position tracking. With DragGAN, every pixel can be controlled, allowing you to deform images with unparalleled precision.
Currently, the GAN-based tool operates on 2D images, but the team has plans to release a version that works with 3D models.
Step 1: Download and install Drag Your GAN
Start by downloading the Drag Your GAN software (DraGAN AI download) and follow the installation instructions to set it up on your device.
Step 2: Open the software and select an image
Launch the Drag Your GAN software and choose the image you wish to edit from your device’s storage.
Step 3: Click and select points
Identify the specific points on the image that you want to manipulate. Click on these points to select them for further adjustments.
Step 4: Drag points to desired positions
Using your cursor or touchscreen, drag the selected points to their new desired positions. As you move the points, you will observe the image transforming accordingly.
Step 5: Apply changes
Once you are satisfied with the adjustments, click the “Apply” button to finalize and view the edited image with the desired modifications.
With these simple steps, you can utilize Drag Your GAN to edit and transform images according to your creative vision. Enjoy the flexibility and precision that this powerful tool offers in interactive image manipulation.
Note. Drag Your GAN, an exciting software, is currently in the development phase and is not yet ready for download. The dedicated team behind it has announced their plans to release the software in June 2023. To stay informed about its availability, you can sign up for their mailing list.
For detailed information about the Drag Your GAN project, including the research paper, software updates, and the talented team involved, visit their official Drag Your GAN website at https://vcai.mpi-inf.mpg.de/projects/DragGAN/. By signing up for their mailing list, you will receive timely notifications regarding the software’s release.
Features of Drag Your GAN AI (DraGan)
Intuitive Point-Based Editing. With DragGAN, effortlessly enhance your images by simply dragging and dropping points directly onto the image. This innovative approach ensures precise and realistic edits, surpassing traditional photo / image editing tools.
Enter the 3D Realm. Unlock a new dimension of creativity with DragGAN’s advanced 3D modeling capabilities. This feature empowers you to modify the pose, shape, expression, and layout of objects within the image, all while preserving the integrity of the rest of the composition.
User-Friendly Interface. Whether you’re an AI editing novice or an experienced user, DragGAN’s user-friendly interface ensures a seamless editing experience. You’ll quickly adapt to its intuitive controls and unleash your creativity without any hurdles.
Unleash the Power. With DragGAN, the possibilities are limitless. Harness the full potential of this cutting-edge tool to revolutionize the way you edit images, allowing your artistic vision to take center stage.
What you can do with Drag Your GAN AI
Transform Poses. Seamlessly modify the pose of people or animals captured in your images, allowing for dynamic and captivating compositions.
Shape and Size Manipulation. Effortlessly reshape and resize objects within your images, adding versatility and creative freedom to your edits.
Object Addition and Removal. Customize your images by effortlessly adding or removing objects, seamlessly adapting the composition to your vision.
Background Switch. Easily change the background of your images, transporting your subjects to different environments and creating unique visual narratives.
