FlowOpt: Fast Optimization Through Whole Flow Processes for Training-Free Editing

[Paper] |  [Project Page] |  [Code]


🎨 Edit your image using FlowOpt for Flow models! Upload an image, add a description of it, and specify the edits you want to make.

Notes:

  1. We use FLUX.1 dev and SD3 for the demo. The models are large and may take a while to load.
  2. We recommend 1024x1024 images for the best results. If the input images are too large, there may be out-of-memory errors. For other resolutions, we encourage you to find a suitable set of hyperparameters.
  3. Default hyperparameters for each model used in the paper are provided as examples.
Model Type
10 50
1 15
0.0001 0.05
0 15
1 15
Examples
Source Image Model Type Total Steps n_max eta flowopt_iterations Source Prompt Target Prompt src_guidance_scale tar_guidance_scale Outputs
Pages: