"What are the technical details of AnyText?"
Question
Lost your password? Please enter your email address. You will receive a link and will create a new password via email.
Lorem ipsum dolor sit amet, consectetur adipiscing elit.Morbi adipiscing gravdio, sit amet suscipit risus ultrices eu.Fusce viverra neque at purus laoreet consequa.Vivamus vulputate posuere nisl quis consequat.
Answers ( 1 )
AnyText is built on a diffusion-based architecture with two main modules:
1. **Auxiliary Latent Module**: Handles text glyphs, positions, and mask images to generate latent features for text generation or editing.
2. **Text Embedding Module**: Uses OCR models to encode stroke data into embeddings, ensuring seamless integration of text with the background.
The tool employs text-controlled diffusion loss and text-aware loss during training to improve writing accuracy.