Common AI Image Artifacts and How to Fix Them
The most visible artifact patterns and how to improve them without over-editing.
This article targets high-intent users who already found a visible flaw: hands, rough edges, warped accessories, noisy backgrounds, or shadows that do not belong in the scene.
A product hero image with convincing shape but bad contact shadows
The product looked attractive, but the base floated above the table and the background texture repeated in a way that felt generated. Fixing the image meant rebuilding the contact shadow and reducing texture noise before any sharpening.
Sort artifacts by visibility
Not every artifact deserves the same attention. Prioritize faces, hands, product edges, logos, accessories, and shadows because those areas carry the most trust.
Texture artifacts are often more damaging than blur
A slightly soft image can still feel real. A sharp image with broken texture, repeated patterns, or melted material immediately feels generated.
Fix the scene relationship
Artifacts are not only local. A product must sit on the surface, a person must match the background light, and a fabric edge must behave like fabric instead of a cutout.
Pre-publishing checklist
- Inspect hands, eyes, and accessories first.
- Check product contact shadows.
- Look for repeated or tiled background patterns.
- Find edge halos around the main subject.
- Avoid sharpening before cleanup.
Recommended workflow
- Upload the image with the artifact visible.
- Run Clean to repair common artifact zones.
- Use Before/After to inspect the exact flaw before downloading.