Image

Flux Pro VTO

Flat 12 credits per generation. Supports reference images.

Try Flux Pro VTO →Compare models

Output

image

Inputs

Reference image (required)

Example prompt

Upload a person photo and a garment photo to preview the outfit on the person.

Try this prompt →

LLM-ready

API & LLM schema

Exact request contract for this model. Agents can fetch it from /api/v1/models?id=fal-ai/flux-pro/v1/vto.

POST/api/v1/generate10 fields · 3 required

Field	Type	Requirement	Contract
`model_id`	constant	Required	ArtEmotion model identifier.
`extra`	object	Optional	Model-specific settings may also be nested here.
`max_credits`	number	Optional	Reject before submission if the estimated list price exceeds this cap. · Range: 1–…
`webhook_url`	string	Optional	Format: uri
`webhook_secret`	string	Optional	Optional model input.
`folder_id`	string	Optional	Optional model input.
`prompt`	string	Required	Optional model input.
`output_format`	string	Optional	The format of the generated image. · Allowed: jpeg, png · Default: jpeg
`seed`	integer	Optional	The same seed and the same input will output the same image every time.
`reference_image_urls`	array<string>	Required	Items: 2–2

Minimal request example

{
  "model_id": "fal-ai/flux-pro/v1/vto",
  "prompt": "Upload a person photo and a garment photo to preview the outfit on the person.",
  "reference_image_urls": []
}

Raw JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://www.artemotion.ai/api/v1/models?id=fal-ai%2Fflux-pro%2Fv1%2Fvto",
  "title": "Flux Pro VTO generation request",
  "description": "Request body accepted by POST /api/v1/generate for fal-ai/flux-pro/v1/vto.",
  "type": "object",
  "properties": {
    "model_id": {
      "type": "string",
      "const": "fal-ai/flux-pro/v1/vto",
      "description": "ArtEmotion model identifier."
    },
    "extra": {
      "type": "object",
      "additionalProperties": true,
      "description": "Model-specific settings may also be nested here."
    },
    "max_credits": {
      "type": "number",
      "minimum": 1,
      "description": "Reject before submission if the estimated list price exceeds this cap."
    },
    "webhook_url": {
      "type": "string",
      "format": "uri",
      "maxLength": 2048
    },
    "webhook_secret": {
      "type": "string",
      "maxLength": 512
    },
    "folder_id": {
      "type": "string"
    },
    "prompt": {
      "type": "string"
    },
    "output_format": {
      "title": "Output Format",
      "description": "The format of the generated image.",
      "default": "jpeg",
      "type": "string",
      "enum": [
        "jpeg",
        "png"
      ]
    },
    "seed": {
      "title": "Seed",
      "description": "The same seed and the same input will output the same image every time.",
      "type": "integer"
    },
    "reference_image_urls": {
      "type": "array",
      "items": {
        "type": "string",
        "format": "uri"
      },
      "minItems": 2,
      "maxItems": 2
    }
  },
  "required": [
    "model_id",
    "prompt",
    "reference_image_urls"
  ],
  "additionalProperties": false
}

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FAQ

How much does Flux Pro VTO cost on ArtEmotion?

Flat 12 credits per generation. You pay in ArtEmotion credits — every plan and top-up converts USD to credits at a fixed rate.

Do I get my credits back if Flux Pro VTO fails?

Yes — failed generations are never charged. The credits are released back to your balance automatically.

Can I call Flux Pro VTO from the API?

Yes. Use POST /api/v1/generate with model_id: "fal-ai/flux-pro/v1/vto". See the API reference for the full schema.

Where are my generations stored?

Every output is saved to your personal Library. You can export or delete everything any time from Privacy & deletion.

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