AI image artifact cleanup

Why ChatGPT Image 2 looks terrible sometimes

ChatGPT Image 2 can make strong images, but its worst failure mode is ugly: grime, speckles, crunchy detail, and weird texture that only becomes obvious when you open the image full-size.

Before / after Processing result
After processing
Before processing
Before After slide to see before/after

The problem is texture

The image may have good composition, lighting, and subject placement while still being covered in fake generated surface detail.

Common complaints

Users describe the problem as dusty, grimy, overcooked, tiled, crunchy, noisy, or like a dirty texture filter was applied to the whole image.

Prompting can help future images

Simpler prompts with clean surfaces, soft shadows, natural detail, and no artificial grain can reduce the issue.

Cleanup helps finished images

When the image is already close, denoise.pro removes grime, speckles, tiling, and crunchy texture without trying to reinvent the scene.

Try a free cleanup

Drop an image and clean the artifact layer.

We will load it into the main denoise.pro workspace, ask you to sign in, then start the cleanup from the same image.

FAQ

Is ChatGPT Image 2 always bad?

No. The issue is inconsistent: it can create good images, but some outputs have a dirty artifact layer.

What should I avoid prompting?

Avoid ultra detailed, gritty, cinematic grain, maximum texture, and similar terms when you need clean commercial output.

What is the fastest fix?

Clean the artifact layer from the image you already like instead of regenerating repeatedly.