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Binary Bridge Labs

AI image editing

Wonder

Image editing in the latent space of a diffusion model, fine-tuned from an open-source model.

WonderAI
Add sunset light
Strength65%

Visuals are for illustration only and are not screenshots of the real products.

The challenge

Prompt-based photo editing is powerful but unpredictable, so people need controls that keep the original image recognizable.

Our approach

We added edit strength and scene controls on top of the model, and showed each edit as a preview with a clear before-and-after comparison.

Highlights

  • Adjustable edit strength for predictable results
  • Scene prompts with quick presets
  • Preview and comparison before saving
  • Diffusion
  • Creative

Have an app idea? Let's shape it together.

Tell us about your product and goals. We will come back with a clear scope, timeline and budget range.