InstantDrag
Enhancing the interactivity and speed of drag-based image editing.
CommonProductImageImage EditingDrag Operation
InstantDrag is an optimized process that enhances interactivity and speed by using only images and drag instructions as input. This technology consists of two carefully designed networks: the drag-condition optical flow generator (FlowGen) and the motion-conditioned diffusion model (FlowDiffusion). InstantDrag learns the motion dynamics of drag image editing based on real-world video datasets by breaking down tasks into motion generation and motion-conditioned image generation. It can quickly perform realistic edits without requiring masks or text prompts, making it a promising solution for interactive, real-time applications.
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