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AI Clothes Changer - Virtual try-on and outfit swap with diffusion models
Available on WaveSpeed

AI Clothes Changer — Virtual Try-On & Outfit Swap API

Change clothes on any photo with AI-powered virtual try-on. Upload a person image and swap outfits using advanced diffusion models — preserving body shape, pose, and context.

How AI Clothes Changing Works

Advanced virtual try-on technology for fashion, e-commerce, and creative projects — powered by semantic segmentation and diffusion inpainting.

Semantic Garment Segmentation

The AI identifies clothing regions using semantic segmentation, then applies diffusion-based inpainting to replace garments. Provide a reference image or text description — the model handles tops, bottoms, dresses, outerwear, and full outfits.

Semantic Garment Segmentation - The AI identifies clothing regions using semantic segmentation, then applies dif

E-Commerce Ready Output

Show the same garment on different body types, create seasonal variations, or generate entire lookbooks without expensive photo shoots. Supports input up to 2048x2048 and batch processing for high-volume catalogs.

E-Commerce Ready Output - Show the same garment on different body types, create seasonal variations, or ge

Fabric & Texture Awareness

The model understands fabric textures, patterns, colors, and layering. It preserves the person's body shape, pose, and surrounding context for photorealistic results suitable for web and print.

Fabric & Texture Awareness - The model understands fabric textures, patterns, colors, and layering. It preser

AI Clothes Changer on WaveSpeed vs. Traditional Methods

See why fashion brands choose WaveSpeed for AI virtual try-on.

Quality
Obvious artifacts and warping
Photorealistic diffusion-based output
Flexibility
Limited to preset templates
Any garment image or text description
Resolution
Low-res web-only output
Up to 2048x2048, print-ready
Infrastructure
Self-hosted GPU management
Fully managed, auto-scaling
API access
No standard API available
REST API + Python/JS SDKs
Cost
$3,000+/mo reserved GPU
Pay per generation, from $0.12

Performance at a Glance

AI clothes changing on WaveSpeed delivers fast, reliable results at scale.

2048pxMax resolution
$0.12Per generation
99.99%Uptime SLA
$0No upfront costs

Integrate in Minutes

Production-ready SDKs for Python and JavaScript. REST API with full OpenAPI spec. Webhook support for async jobs.

  • Reference image or text-based garment swap
  • Batch processing for high-volume catalogs
  • Python & JavaScript SDKs + REST API
import wavespeed
output = wavespeed.run(
"wavespeed-ai/ai-clothes-changer",
{
"person_image": "https://example.com/person.jpg",
"garment_image": "https://example.com/outfit.jpg",
}
)
print(output["outputs"][0])

Get Any Tool You Want

1000+ models across image, video, audio, and 3D — all through one API.

FAQ

The AI uses semantic segmentation to identify clothing regions on the person, then applies advanced inpainting with diffusion models to replace the garments. You can provide a reference garment image or describe the desired outfit with text. The model preserves the person's body shape, pose, and surrounding context.

Yes. The model handles tops, bottoms, dresses, outerwear, accessories, and full outfits. It understands fabric textures, patterns, colors, and layering. Results are most accurate with clear, well-lit photos where the person's full torso is visible.

Absolutely. The AI clothes changer is ideal for e-commerce -- show the same garment on different body types, create seasonal variations, or generate entire lookbooks without expensive photo shoots. The API supports batch processing for high-volume catalogs.

The model supports input images up to 2048x2048 pixels and produces high-resolution outputs suitable for web and print. For e-commerce, we recommend starting with well-lit photos at least 1024px wide for the best results.

Each clothes change costs $0.12 per generation via the WaveSpeed API. Volume pricing is available for enterprise customers processing large catalogs. Contact our sales team for custom plans.

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