Bilibili Tech

Sep 19, 2025 · Artificial Intelligence

How TextFlux Enables OCR‑Free Multi‑Language Scene Text Editing with Diffusion Models

TextFlux introduces an OCR‑free diffusion‑based framework that seamlessly inserts multilingual text into real‑world images using only glyph images and minimal training data, offering high visual fidelity, zero‑shot character rendering, and efficient multi‑line and single‑line generation on consumer GPUs.