People Use AI
Design

Generating background textures for 3D product scenes

Use generative AI to quickly create low-importance background elements (e.g., graffiti/texture) that can be mapped onto 3D geometry, speeding up scene dressing while keeping core assets built traditionally.

Why the human is still essential here

A designer decides what should be AI-generated vs. crafted, integrates the texture correctly in the 3D scene, and ensures the final visual meets production standards.

How people use this

Graffiti decal texture generation

Generate a few graffiti texture options and project them onto a wall surface as a low-priority decal while keeping the hero product render fully traditional.

Midjourney / Adobe Photoshop

Seamless tiling material creation

Create a seamless, tileable concrete/brick/grunge texture via AI and use it as a repeatable material map for background geometry in the 3D scene.

Stable Diffusion (AUTOMATIC1111) / ControlNet

Texture cleanup and quick variants

Use generative tools to remove artifacts, extend edges, and produce multiple subtle variations of a background texture before applying it to UVs.

Adobe Photoshop (Generative Fill) / Adobe Firefly

Community stories (1)

LinkedIn

Do I use AI?

Do I use AI?

Yes, but not for final production visuals, only in the background.
I needed some graffiti to go on the wall here. That was a quick generation, a background element with low importance. It was an image texture that had to be applied to the wall (wall still being built in 3D)

I've also used it to brainstorm ideas, visual directions. It helps speed that process up. But the final visual still needs to be built traditionally.

I've tried using it to generate full backgrounds for products but was unsuccessful. The results weren't good enough for production.

I haven't used AI for hero products or final renders though. The details and designer's hard work has to be respected down to the millimetre. AI sometimes changes small details and textures and that's not ok.
I've seen product renders produced by AI that look great but then on closer examination the actual shape of the tiny parts, and texture patterns are not the same as the original product.
Imagine you send a poster out to print and the printer freely changes the colours and fonts.

I know there are tools out there that can be trained on products, I haven't tried all of them yet.
For now I'm using traditional methods with AI helping speed up some background work. I like the control and flexibility.

AH
Anthony HooverFreelance product visualization designer
Feb 24, 2026