Fabric Material Simulator

What is Fabric Material Simulator?

The Fabric Material Simulator is Oakgen.ai's image-to-image preset for changing a garment's material while keeping its silhouette intact. Choose from a curated list — cotton, silk, leather, denim, velvet, linen, wool, satin, or sequins — and the model re-materials the garment with that fabric's characteristic texture, draping behavior, and surface reflectance. The person's pose, face, and background are preserved. It's built for designers prototyping fabric direction, ecommerce teams exploring material variants, and creators or shoppers who want to see how the same cut would land in a different fabric before sampling, buying, or producing.

Why Fabric Material Simulator is popular

• Each preset captures how that fabric actually behaves on a body — silk reflects light, denim holds structure, velvet absorbs light, leather creases at the shoulders — instead of just changing surface texture.
• The garment silhouette stays anchored, so the simulator shows a fabric-level swap rather than reinventing the entire cut.
• Designers can prototype material direction before sample-stage, validating an idea like 'this dress in silk vs satin' from a single base shot.
• Ecommerce and creative teams can render the same garment across materials for comparison and creative review.
• Outputs ship watermark-free with full commercial usage rights on paid plans, ready for design decks, lookbooks, and product imagery.

When to use Fabric Material Simulator

• You're prototyping a design and want to see the same cut rendered in two or three candidate fabrics before sampling.
• You're an ecommerce team exploring material variants — leather vs faux suede vs velvet — from a single base shoot.
• You're a stylist showing a client how an outfit would shift in feel when rendered in a different fabric.
• You're a content creator comparing fabric stories for a seasonal feature or 'cotton vs silk' comparison post.
• You're a shopper considering a garment in two fabric options and want a visual preview before committing.

How to use Fabric Material Simulator

1. 1

   Upload your photo

   Drop in a clear photo with the garment you want to re-material clearly visible. The garment area should be unobstructed and the lighting reasonably even.

2. 2

   Choose a fabric

   Pick from cotton, silk, leather, denim, velvet, linen, wool, satin, or sequins. Each preset is tuned to that material's characteristic texture and behavior.

3. 3

   Generate the re-material

   The model re-renders the garment in the chosen fabric with realistic texture, drape, and reflectance — while preserving the cut, the person's pose, and the background.

4. 4

   Compare or download

   Run multiple fabrics back-to-back to compare material stories side by side, then download the strongest takes at full resolution.

Popular use cases

Tips for better results

• Use a source photo with even, neutral lighting — that's where each fabric's reflectance can read most accurately.
• Clean solid garments are the easiest base for a material swap; heavily patterned starting pieces work better through the Pattern Modifier instead.
• When comparing fabrics for a design decision, run them all from the same source photo so the only variable is material.
• For technical or bespoke fabrics outside the curated list, use the freeform try-on with a detailed description of weave, drape, and finish.
• Higher-resolution inputs give richer fabric detail — heavy compression flattens texture and dulls reflectance.

Fabric Material Simulator vs the alternatives

vs Sampling fabric and reshooting

Pulling samples and shooting each fabric is the ground truth for a material decision but costs real fabric, real time, and real studio days. The Fabric Material Simulator lets you visualize the swap first, so the samples you do pull are the ones most likely to survive the comparison. The two pair well — explore here, sample the finalists.

vs Freeform AI image generator

A freeform generator can render any fabric you describe but tends to invent the garment around it, losing continuity with your existing photography. The Fabric Material Simulator preserves the cut, the person, and the scene — only the fabric changes. Pick freeform for new image creation; pick this preset for fabric-level swaps on existing shots.

vs Material overlay or texture filter

A texture filter sits flat on the image and doesn't react to draping or light. The Fabric Material Simulator renders the new material as if it were the actual fabric being worn — silk catches light, leather creases at joints, velvet absorbs highlights. Filters look pasted on; this preset looks photographed.

Frequently asked questions