FireRed Image Edit 1.1 text workflow

Edit Text in Images with AI

Replace, rewrite, or translate words inside a photo while keeping the surrounding design intact. FireRed Image Edit 1.1 follows natural-language instructions and preserves visual context.

Your instruction opens in the FireRed editor
Natural-language editing Typography-aware results Free online workflow

A focused text-editing workflow

Change the words, not the whole design

Traditional photo editors make text replacement a manual reconstruction task. FireRed treats the words, styling, and surrounding image as one editing instruction.

01

Preserve the type style

Ask FireRed to retain letter weight, color, texture, shadows, and decorative treatment while changing the message.

02

Respect the scene

Perspective, lighting, occlusion, and background context stay part of the edit instead of becoming a flat overlay.

03

Handle bilingual text

Use English or Chinese instructions and request translation or replacement inside the same visual composition.

Real FireRed text-style examples

The official FireRed showcase demonstrates stylized text reference across posters, outdoor scenes, and illustrated compositions.

Official FireRed Image Edit examples showing stylized text replacement in several images
Official FireRedTeam open-source showcase. Source: FireRed-Image-Edit GitHub repository.

Poster copy

Replace a headline while keeping the original visual hierarchy and decorative lettering.

Text inside photography

Edit words that follow real-world perspective, surface texture, and scene lighting.

Stylized lettering

Reference handwritten, illustrated, or dimensional type without rebuilding the artwork from scratch.

How to edit text in an image with AI

A precise instruction is usually more useful than a long prompt. State what must change and what must remain fixed.

1

Upload the source image

Choose the clearest available version. Higher-resolution letters give the model more information about font shape and texture.

2

Name the exact replacement

Quote the old and new text, then specify invariants such as font, color, alignment, shadows, and perspective.

3

Generate, inspect, and refine

Check spelling and character shapes at full size. If needed, repeat with a narrower instruction that changes only the text.

Where AI text editing saves time

Use this workflow when the text is visually integrated into an image and a simple overlay would look artificial.

Posters and campaign graphics

Update dates, offers, event names, and calls to action without recreating the original layout.

Product packaging mockups

Test alternative names or labels while keeping material, print texture, and studio lighting consistent.

Localized creative assets

Translate signs or headlines for another market while preserving the surrounding visual system.

Prompt recipes for cleaner text replacement

Start with one of these structures, then replace the quoted words and the visual constraints with details from your image.

Exact replacement

“Replace the text 'OPEN DAILY' with 'OPEN LATE'. Change only the words; preserve the font, size, color, spacing, and perspective.”

Translate in place

“Translate the headline into English and render it in the same position, handwritten style, lighting, and material texture.”

Correct a typo

“Correct the misspelled word on the sign. Keep every other letter, object, shadow, reflection, and background detail unchanged.”

Quality checks before you publish

AI text can look convincing at a glance but still contain small character or spacing errors. Review the result like a production asset.

Read every character

Zoom in and verify spelling, punctuation, repeated letters, and language-specific glyphs.

Compare alignment

Check baselines, margins, kerning, and line breaks against the source composition.

Inspect edges and lighting

Look for halos, mismatched shadows, or flat text that no longer follows the surface.

Why use FireRed Image Edit 1.1

FireRed 1.1 extends the open-source model with improved stylized text reference, portrait consistency, and multi-element editing.

Purpose-built editing

The model changes an existing image from an instruction instead of generating an unrelated composition from scratch.

Open-source references

Model weights, code, a technical report, and official examples are available from FireRedTeam.

One connected workflow

Move from this task guide to the online editor, the 1.1 model hub, and related image-editing use cases.

AI image text editor FAQ

Answers to the practical questions people ask before replacing text inside a photo.

Can AI replace text already embedded in a photo?

Yes. FireRed Image Edit uses the image and your instruction together, so it can replace visible words while reconstructing the surrounding pixels.

Will it preserve the original font?

Ask explicitly to preserve typeface, weight, size, color, texture, and spacing. Stylized text reference is a stated capability of FireRed Image Edit 1.1.

Can I edit curved or perspective text?

You can request it, but inspect the result closely. Clear source letters and a prompt that mentions perspective improve the chance of a coherent edit.

Can FireRed translate text inside an image?

Yes. State the target language and ask the model to keep the original placement and visual style.

How do I correct only one typo?

Quote the incorrect and corrected words, then add 'change only this word' and list the parts of the image that must remain unchanged.

What image formats can I upload?

The hosted editor accepts common web image formats such as JPEG, PNG, and WebP.

Does text editing work on posters and packaging?

Those are strong use cases because the text is part of a designed surface. Review brand, legal, and packaging details before publishing.

How can I improve small text results?

Start with a higher-resolution crop, make one replacement at a time, and specify the exact text and style constraints.

Can it preserve shadows and reflections?

Include those invariants in the prompt. The model uses scene context, but production results still need visual inspection.

Is FireRed Image Edit 1.1 open source?

Yes. FireRedTeam publishes the code and model resources through GitHub, Hugging Face, and ModelScope.

Can I use generated edits commercially?

Review the current model and hosted-service license terms for your use case, and confirm that you own rights to the source image and text.

Where should I start?

Enter one precise text replacement above, open the editor, upload your image, and compare the result against the original at full size.

Replace image text without rebuilding the artwork

Write the exact change, carry the prompt into FireRed Image Edit 1.1, and review the result at production size.

One focused instruction

Tell the model what changes and what stays fixed.

Visual context retained

Keep layout, lighting, and perspective in the editing request.

Refine without starting over

Narrow the next prompt to the remaining text issue.