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IDM-VTON (Virtual Try-On)

Image generationAvailable
by CommunityModel ID: idm-vton-virtual-tryon

IDM-VTON virtual try-on from the CVPR 2024 paper. You give it a photo of a person and a garment image; it dresses the person in that garment while preserving pose, body shape, and the garment's pattern and text. Good for showing a clothing product on a model for an ecommerce listing.

Try itGet API keyCompare
Price
≈ US$0.0277/run
Input → output
Text + Image → Image
Developer
Community
Updated
September 23, 2026
01

Playground

Try IDM-VTON (Virtual Try-On)

Input & output

≈ US$0.0277/run
Try IDM-VTON (Virtual Try-On)

Garment to try on, e.g. a product image

Photo of the model; ideally 3:4 or use crop

Advanced settings (4)

0 / 500

e.g. Short Sleeve Round Neck T-shirt

Output
Your image appears here.

This run

about US$0.0277 · 2.77 credits

US$0.0829 (8.29 credits) are reserved at the start; the actual GPU time is billed.

For accounts without a purchase: runs above 2 credits need a top-up.

New here?

10 free credits (US$0.10) when you sign up with Google

Usable 24 hours after sign-up, up to 5 runs per day and at most 2 credits per run. Other sign-in methods start without credits.

02

Examples

Real outputs from the public examples of this model on Replicate, with the prompt and settings that produced them. They were not generated live on this page.
  • Example output 1 from IDM-VTON (Virtual Try-On)Open full size
    InputInput

    No text prompt: the model only takes the input shown.

  • Example output 2 from IDM-VTON (Virtual Try-On)Open full size
    InputInput

    No text prompt: the model only takes the input shown.

  • Example output 3 from IDM-VTON (Virtual Try-On)Open full size
    InputInput

    No text prompt: the model only takes the input shown.

03

About IDM-VTON (Virtual Try-On)

TL;DRAs of September 23, 2026

IDM-VTON (Virtual Try-On) is a model by Community in the Image generation category. On Railwail, IDM-VTON (Virtual Try-On) costs ≈ US$0.0277 per run.

IDM-VTON (Improving Diffusion Models for Authentic Virtual Try-on) warps and renders a target garment onto a person photo using a diffusion pipeline that keeps fine garment detail such as logos, prints, and textures. Inputs are a human image and a garment image (plus optional category and garment description); best results use a roughly 3:4 person photo or the crop option. Widely used for fashion ecommerce and try-on demos.
04

Pricing

Prices in US dollars. Usage is charged from prepaid credits.
Typical run (≈ 16 s on A100 (80GB))US$0.0277 per run
GPU time (A100 (80GB))US$0.00168 per GPU second
  • Billed by the GPU time the run actually takes. When the run starts, 3× the typical price is reserved from your balance and settled afterwards.
  • 1 credit = US$0.01

Cost calculator

Price calculator

s

Typical according to the provider: about 16.4 s

Total

US$2.77

277 credits

Per run

US$0.0277 · 2.77 credits

Billed by the actual GPU time; this is an estimate.

05

API

Call IDM-VTON (Virtual Try-On) with your Railwail API key. Use this model ID in the request:
idm-vton-virtual-tryonAPI documentationGet an API key

No verified API example

The public API passes a different input format than this model needs. Use the playground above.

06

Specifications

Model ID
idm-vton-virtual-tryon
Developer
Community
Category
Image generation
Input
Text, Image
Output
Image
Billing
By usage (tokens or GPU time)
Catalog entry updated
September 23, 2026

Input parameters

Inputs and settings from the model's input schema. The example in the API section shows which of them the API accepts.

  • garm_imgrequired

    Garment to try on, e.g. a product image

    Type: Text
    Default: –
    Allowed values: –
  • human_imgrequired

    Photo of the model; ideally 3:4 or use crop

    Type: Text
    Default: –
    Allowed values: –
  • crop

    Auto-crop if the person photo is not 3:4

    Type: Yes/no
    Default: false
    Allowed values: –
  • steps
    Type: Integer
    Default: 30
    Allowed values: 1 to 40
  • category
    Type: Choice
    Default: upper_body
    Allowed values: upper_body, lower_body or dresses
  • garment_des

    e.g. Short Sleeve Round Neck T-shirt

    Type: Text
    Default: –
    Allowed values: up to 500 characters

Tags

  • product
  • virtual-try-on
  • vton
  • fashion
  • ecommerce
  • clothing
  • idm-vton
07

Frequently asked questions

What is IDM-VTON (Virtual Try-On)?

IDM-VTON (Virtual Try-On) is a model by Community in the Image generation category.

How much does IDM-VTON (Virtual Try-On) cost on Railwail?

On Railwail, IDM-VTON (Virtual Try-On) costs ≈ US$0.0277 per run. You are charged for what each request actually uses. Usage is paid from prepaid credits; 1 credit equals US$0.01.

Which settings does IDM-VTON (Virtual Try-On) support?

According to its input schema, IDM-VTON (Virtual Try-On) knows these parameters: garm_img, human_img, crop, steps (1 to 40), category (upper_body, lower_body or dresses) and garment_des (up to 500 characters).

How fast is IDM-VTON (Virtual Try-On)?

There are not enough measured runs of IDM-VTON (Virtual Try-On) on Railwail yet to state a run time. It depends on the input, the settings and the load at the provider.

Is IDM-VTON (Virtual Try-On) better than FLUX 1.1 Pro?

That depends on the task. IDM-VTON (Virtual Try-On) (Community) and FLUX 1.1 Pro (Black Forest Labs) are both models in the Image generation category. The comparison page shows their prices and specifications side by side.

Compare IDM-VTON (Virtual Try-On) and FLUX 1.1 Pro

Can IDM-VTON (Virtual Try-On) use an image as input?

Yes. Send the image in the garm_img parameter.

08

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    Compare IDM-VTON (Virtual Try-On) vs. Icons (SDXL Flat Pop)
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    Compare IDM-VTON (Virtual Try-On) vs. InstantID
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All models through one API

One API key for every model on Railwail. Usage is charged from prepaid credits, 1 credit = US$0.01.

Get API keyBrowse all models