DragGAN: AI-Powered Image Editing Tool via Drag & Drop

If you want to edit images, you can hardly avoid Photoshop – but it’s not easy to use. Scientists have now presented the DragGAN AI Tool: With the help of machine learning, it should open up completely new possibilities.


Dall-E, Midjourney and Stable Diffusion make it possible to quickly implement the most absurd image ideas – what you would have laboriously put together with Photoshop in the past, the tools implemented in a matter of seconds. Artificial intelligence has also been doing good work in image processing for a long time. However, they do reach their limits when it comes to showing a photographed object from a completely different perspective or changing a facial expression, for example.

In the future, however, this should be possible simply by dragging and dropping with a few mouse movements – at least that’s what scientists at the Max Planck Institute for Computer Science, Research Center for Visual Computing, Interaction and Artificial Intelligence, MIT and the university have provided Pennsylvania in prospect.

What is DragGAN AI Tool?

DragGAN is a fusion of Generative Adversarial Networks (GANs). Image editing transcends, captivating photographers and enthusiasts alike. No longer constrained to pros, DragGAN empowers all with effortless transformations. Glimpse the marvel of GANs, where creativity and sophistication harmonize. Embrace DragGAN’s power to metamorphose images, blurring the line between imagination and reality. Venture forth on an odyssey of artistic dreams guided by DragGAN’s ingenuity.

How does DragGAN AI Tool work?

Behold the enchantment of DragGAN, rooted in its advanced GAN technology. Comprising two neural networks—the generator and the discriminator—GANs work in tandem to weave their magic. The generator births novel images from existing ones, while the discriminator expertly discerns between the real and the fabricated. This eternal feedback loop propels DragGAN on a perpetual quest for learning and enhancing its editing prowess.

Once an image graces DragGAN’s interface, the generator keenly scrutinizes its essence, granting access to a plethora of editing options. Effortlessly, elements like filters, effects, and enhancements are bestowed upon the canvas, each adjustment resulting in real-time marvels. With a user-friendly interface, DragGAN beckons creatives to explore, experiment, and persist until their artistic visions materialize in perfection.

Install DragGAN AI Tool following this Full Guide

Edit Images via drag & drop with DragGAN

DragGAN is the name of the tool they have now presented. Users should be able to change the pose, shape, expression and layout of various objects such as animals, cars, people or landscapes with just a few clicks. To do this, they only have to mark the relevant points – such as the corners of the mouth, for example – and can then make the desired changes using drag & drop.

On the DragGAN website, the scientists have published the first results that could give hope to those who hate Photoshop.

Nevertheless, DragGAN also has its limits:

However, those interested cannot try the tool themselves – the source code is not yet available either. However, according to the project’s GitHub page, it will be released in June.

Nothing is known about the hardware requirements of DragGAN; otherwise, according to the paper, the project relies on Pytorch, a Python library optimized for machine learning.

DragGAN AI Tool’s Features

  • Photo Editing 
  • Image Manipulation
  • Generating Photorealistic Images
  • 3D Image Transformation
  • Creative Artistic Editing
  • Drag and Place Points
  • Size and form modification
  • Flexible Picture Manipulation Techniques
  • Efficient Editing Process 
  • Accurate Results in Challenging Scenarios
  • Supporting on Linux and Windows
  • Drag and Place Points for Precise Editing

How to install DragGAN AI Tool: Full Guide

DragGAN AI Tool’s Pros & Cons


  • Available in Open Source
  • Easy to use & Powerful 
  • The results look Realistic 
  • Flexible Image Manipulation 
  • Efficient Workflow


  • It’s not perfect yet  
  • Still in under Development stage 
  • Takes time in Learning Curve


The user-friendly interface of the DragGAN AI Tool makes it unique and makes it usable by both experts and novices. Users can interactively drag points in their images for precise and realistic adjustments thanks to the use of feature-based motion supervision and point-tracking algorithms

Is DragGAN suitable for beginners?

Yes, DragGAN’s user-friendly interface and drag-and-drop feature make it perfect for beginners. No image editing experience is needed to achieve impressive results!

Can DragGAN be used on both desktop and mobile devices?

Absolutely! DragGAN is an online tool accessible from any device with internet access. Edit images effortlessly on desktops, laptops, tablets, or smartphones.

Does DragGAN offer automatic enhancements?

Indeed! DragGAN’s AI analyzes images and suggests enhancements, but you control and adjust edits manually.

Can I undo edits in DragGAN? 

Yes, DragGAN lets you undo and redo edits anytime. Try various styles and go back to earlier versions if required.

Does DragGAN support collaborative editing?

Currently, DragGAN emphasizes solo editing, but future updates may bring collaborative features.

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