All News DISPATCH IMAGE EDITING

How to Enhance Text in Images with AI

Low-resolution images often suffer from unreadable text that standard upscalers blur or distort. Topaz Labs has updated its processing engine to specifically target typography, making it a vital tool for archival work and graphic design.

Topaz Labs

Topaz Labs has introduced specialized text recovery capabilities within Topaz Photo AI to solve a persistent problem in image upscaling: the distortion of letterforms. While standard AI upscalers often treat text like any other texture, resulting in warped or illegible characters, this update focuses on maintaining the geometric integrity of typography. For creators working with archival footage, scanned documents, or low-resolution graphic assets, this means text remains readable even at high magnification.

What's new

The primary update involves a dedicated Text Recovery model designed to identify and reconstruct character shapes rather than just increasing pixel density. When the software detects text in a source image, it applies a specific sharpening algorithm that prevents the 'melting' effect common in general-purpose AI models.

Key features include:

  • Automatic detection of text regions within complex images.
  • Manual adjustment sliders to control the strength of the reconstruction.
  • Support for various font styles, from serif to sans-serif, ensuring that the AI doesn't force a uniform look onto unique typefaces.
  • Integration with the existing Sharpen and Denoise modules to clean the surrounding image area without over-processing the text itself (see the provider's announcement).

How it fits your workflow

For filmmakers and editors, this tool is particularly useful when working with historical b-roll or stock photos where signage, newspapers, or documents are central to the frame. If a shot requires a slow zoom into a specific document, Topaz Photo AI can ensure the fine print stays sharp enough for the audience to read. It effectively replaces the tedious process of manually recreating text in Photoshop or Illustrator when the original asset is too low-quality for a 4K timeline.

VFX artists and motion designers can also use this to prep textures for 3D environments. If you are pulling a label from a vintage photograph to use as a prop texture, the text recovery ensures the asset looks intentional rather than like a digital artifact. While tools like Adobe Super Resolution or Gigapixel AI handle general scaling well, the specific focus on legibility here makes it a better choice for typography-heavy tasks.

What it costs / how to try it

Text recovery is included as a feature within Topaz Photo AI. Users can download a free trial from the Topaz Labs website to test the text enhancement on their own files before committing to a license.

Read the original announcement on Topaz Labs ↗

Help keep this running

Your tip funds servers, models, and the time it takes to ship new tools faster. Set any amount below — every bit helps.