🖼️ image

InstantDrag

Improving interactivity and speed of drag-and-drop based image editing

#Artificial Intelligence
#image editing
#diffusion model
#real time application
#Drag and drop operation
#Optical flow estimation
InstantDrag

Product Details

InstantDrag is an optimized free process that enhances interactivity and speed by using only images and drag commands as input. The technology consists of two carefully designed networks: the drag-conditional optical flow generator (FlowGen) and the optical flow-conditional diffusion model (FlowDiffusion). InstantDrag learns the motion dynamics of drag-and-drop image editing based on real-world video datasets by decomposing the task into motion generation and motion-conditioned image generation. Its ability to quickly perform photorealistic editing without the need for masks or text prompts makes it a promising solution for interactive, real-time applications.

Main Features

1
No need to optimize the process for fast, realistic editing.
2
Only images and drag-and-drop instructions are required as input, simplifying operations.
3
The two networks, FlowGen and FlowDiffusion, work together to improve editing efficiency.
4
FlowGen uses the Pix2Pix framework to convert from sparse flow to dense optical flow.
5
FlowDiffusion is based on Stable Diffusion v1.5 and is conditioned by input images and downsampled optical flow.
6
Trained on the large-scale facial video dataset CelebV-Text to optimize drag-and-drop image editing.
7
Demonstrated good generalization ability even on non-face images.

How to Use

1
Visit the InstantDrag website and upload the image you want to edit.
2
Enter drag commands to specify the image area to be moved or edited.
3
InstantDrag's FlowGen network will estimate dense optical flow.
4
The FlowDiffusion network will use the estimated optical flow to edit the original image.
5
Review the edited image and make further adjustments if necessary.
6
Once you're done editing, download or save the edited image.

Target Users

InstantDrag is suitable for designers, photographers and video editors who require fast, precise image editing. It is particularly suitable for those users looking for a real-time interactive editing experience, whether in a professional setting or on a personal project.

Examples

Designers use InstantDrag to quickly adjust the position of objects in images to fit design needs.

The photographer uses InstantDrag to fine-tune the photos taken to improve the composition.

Video editors use InstantDrag to quickly correct the position of elements in videos during post-production.

Quick Access

Visit Website →

Categories

🖼️ image
› AI design tools
› Picture editing

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