{
	"model_id": "pruna/p-image-try-on",
	"provider_id": "pruna",
	"name": "P-Image Try-On",
	"description": "Pruna's P-Image Try-On virtually fits one or more garments onto a person's photo. Provide a photo of a person plus garment reference images and the model realistically dresses the person in the provided garments.",
	"task": "Image-to-Image",
	"tags": [
		"Image Editing",
		"Virtual Try-On",
		"Fashion"
	],
	"context_length": null,
	"max_output_tokens": null,
	"schema_version": "1.0.0",
	"pricing": {
		"Per image": 0.015,
		"Per input image": 0.008
	},
	"examples": [
		{
			"name": "Single Garment",
			"description": "Fit a single garment onto a person's photo.",
			"input": {
				"person_image": "https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg",
				"garment_images": [
					"https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/cloth/04469_00.jpg"
				]
			},
			"output": {
				"image": "https://examples.aig.cloudflare.com/pruna/p-image-try-on/single-garment.jpg"
			},
			"raw_response": {
				"state": "Completed",
				"result": {
					"image": "https://examples.aig.cloudflare.com/pruna/p-image-try-on/single-garment.jpg"
				},
				"gatewayMetadata": {
					"keySource": "Unified"
				}
			},
			"code_snippets": [
				{
					"label": "typescript",
					"language": "typescript",
					"code": "const response = await env.AI.run(\n  'pruna/p-image-try-on',\n  {\n    person_image:\n      'https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg',\n    garment_images: [\n      'https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/cloth/04469_00.jpg',\n    ],\n  },\n)\nconsole.log(response)"
				},
				{
					"label": "curl",
					"language": "bash",
					"code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \\\n  --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n  --header \"Content-Type: application/json\" \\\n  --data '{\n  \"model\": \"pruna/p-image-try-on\",\n  \"input\": {\n    \"person_image\": \"https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg\",\n    \"garment_images\": [\n      \"https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/cloth/04469_00.jpg\"\n    ]\n  }\n}'"
				}
			]
		},
		{
			"name": "Turbo PNG",
			"description": "Faster generation with turbo optimizations, returning a PNG.",
			"input": {
				"person_image": "https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg",
				"garment_images": [
					"https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/cloth/09163_00.jpg"
				],
				"turbo": true,
				"output_format": "png"
			},
			"output": {
				"image": "https://examples.aig.cloudflare.com/pruna/p-image-try-on/turbo-png.png"
			},
			"raw_response": {
				"state": "Completed",
				"result": {
					"image": "https://examples.aig.cloudflare.com/pruna/p-image-try-on/turbo-png.png"
				},
				"gatewayMetadata": {
					"keySource": "Unified"
				}
			},
			"code_snippets": [
				{
					"label": "typescript",
					"language": "typescript",
					"code": "const response = await env.AI.run(\n  'pruna/p-image-try-on',\n  {\n    person_image:\n      'https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg',\n    garment_images: [\n      'https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/cloth/09163_00.jpg',\n    ],\n    turbo: true,\n    output_format: 'png',\n  },\n)\nconsole.log(response)"
				},
				{
					"label": "curl",
					"language": "bash",
					"code": "curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \\\n  --header \"Authorization: Bearer $CLOUDFLARE_API_TOKEN\" \\\n  --header \"Content-Type: application/json\" \\\n  --data '{\n  \"model\": \"pruna/p-image-try-on\",\n  \"input\": {\n    \"person_image\": \"https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg\",\n    \"garment_images\": [\n      \"https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/cloth/09163_00.jpg\"\n    ],\n    \"turbo\": true,\n    \"output_format\": \"png\"\n  }\n}'"
				}
			]
		}
	],
	"default_example": null,
	"code_snippets": [],
	"supports_async": false,
	"zdr": false,
	"zdr_comment": null,
	"external_info": "https://docs.api.pruna.ai/guides/quickstart",
	"terms": null,
	"cover_image_url": null,
	"metadata": {
		"Garments": "1 required, up to 6 recommended, up to 11 supported",
		"Input Modalities": "Image",
		"Output Formats": "jpg, png, webp"
	},
	"request_formats": null,
	"providers": null,
	"provider_details": [
		{
			"id": "pruna",
			"pricing": {
				"output_image_count": 0.015,
				"input_image_count": 0.008
			}
		}
	],
	"banner": {
		"id": "97503cbc-cf25-4782-b55e-03aa37f6c7e3",
		"title": "70% off P-Image-Try-On",
		"text": "Save 70% on all inference with P-Image-Try-On until Sunday, 21 June at 11:59 PM CEST",
		"severity": "info",
		"dismissible": false
	},
	"created_at": "2026-06-18 15:52:42",
	"schema": {
		"input": {
			"$schema": "https://json-schema.org/draft/2020-12/schema",
			"type": "object",
			"properties": {
				"person_image": {
					"type": "string",
					"description": "Image of the person to dress. A publicly reachable HTTP(S) URL or a base64 data URI (data:image/...;base64,...)."
				},
				"garment_images": {
					"minItems": 1,
					"maxItems": 11,
					"type": "array",
					"items": {
						"type": "string"
					},
					"description": "Garment reference images to fit onto the person. Each entry is an HTTP(S) URL or a base64 data URI. Up to 6 recommended, up to 11 supported."
				},
				"prompt": {
					"default": "",
					"description": "Experimental guidance for non-flatlay garment images, e.g. which garment from which image to use.",
					"type": "string"
				},
				"seed": {
					"description": "Random seed. Leave unset for a random seed.",
					"type": "integer",
					"minimum": -9007199254740991,
					"maximum": 9007199254740991
				},
				"turbo": {
					"default": false,
					"description": "Run faster with additional optimizations. Not recommended for more than 4 garments.",
					"type": "boolean"
				},
				"output_format": {
					"default": "jpg",
					"description": "Format of the saved output image.",
					"type": "string",
					"enum": [
						"webp",
						"jpg",
						"png"
					]
				},
				"output_quality": {
					"default": 95,
					"description": "Quality for jpg/webp outputs, from 0 to 100.",
					"type": "integer",
					"minimum": 0,
					"maximum": 100
				},
				"reference_pose": {
					"description": "Optional reference pose image (HTTP(S) URL or data URI). When provided, the person is reposed to match this reference before virtual try-on.",
					"type": "string"
				},
				"preserve_input_size": {
					"default": true,
					"description": "Return the output at the original input resolution.",
					"type": "boolean"
				}
			},
			"required": [
				"person_image",
				"garment_images",
				"prompt",
				"turbo",
				"output_format",
				"output_quality",
				"preserve_input_size"
			],
			"additionalProperties": {}
		},
		"output": {
			"$schema": "https://json-schema.org/draft/2020-12/schema",
			"type": "object",
			"properties": {
				"image": {
					"type": "string",
					"format": "uri",
					"description": "Presigned URL for the generated try-on image."
				}
			},
			"required": [
				"image"
			],
			"additionalProperties": {}
		}
	}
}