10 upvotes
One-step AI brightens dark photos, slashing compute cost
What is GLOW-FM: Efficient Generative Low-Light Image Enhancement with One-Step Latent Flow Matching?
GLOW-FM is a generative model that transforms a poorly lit, noisy image into a well-exposed, natural-looking photo in a single forward pass. It replaces the multi-step diffusion sampling used by earlier methods with one-step latent flow matching, dramatically reducing runtime.
Who it is for
App developers and photographers can add high-quality low-light enhancement without the heavy GPU budget of diffusion models.