FireRed Image Edit: 6 Before and After Edits

FireRed Image Edit: 6 Before and After Edits

FireRed Image Edit handles instruction based edits without masks. This post shows six before and after examples on real images.

Model used

FireRedTeam/FireRed-Image-Edit ran for every edit. One input image per test. One output per prompt. Resolution stayed at 1024 by 1024. Model page: https://wiro.ai/models/fireredteam/firered-image-edit

Before and after results

Edit 1: Remove sunglasses and change hair color

Input	Output

The face stays stable. The edit does not smudge the skin around the eyes.

Edit 2: Remove an object from a desk

Input	Output

Edges blend well. The wood grain stays believable in the filled region.

Edit 3: Restore a damaged old photo

Input	Output

Scratches drop out without destroying the faces. Contrast improves while keeping a film look.

Edit 4: Remove a plant and replace it with books

Input	Output

Lighting match looks consistent. The new object sits on the surface without floating.

Edit 5: Replace label text and keep the style

Input	Output

This type of edit often fails when the font changes. The style stays close here.

Edit 6: Change a sign from OPEN to CLOSED

Input	Output

Perspective and lighting stay aligned. The new text does not look pasted on.

What worked well

• Edits keep the rest of the frame stable.
• Text replacement keeps style better than many general image editors.
• Restoration removes defects without turning faces into wax.

Where it can struggle

• Very small text can still blur when zoomed in.
• Hard removals can leave mild texture drift in flat areas.
• Complex multi step edits may need separate passes.

Try the model

FireRed Image Edit on Wiro: https://wiro.ai/models/fireredteam/firered-image-edit