Enterprise: Fashion Endpoint

• outpainting
• blip_diffusion
• magic_mix
• removebg_createmask
• multiview
• fashion
• face_gen
• fetch
• head shot
• relighting
• clear cache
• restart server
• system details
• update server

Overview

This endpoint allows you to wear a cloth image sample on an existing model body. The ideal input images should have white background, fully visible model body, and the cloth should be an individual piece.

caution

Make sure you add your s3 details for video server, so you can receive image generated in your bucket. Images generated without s3 details being added will be delete after 24 hours

Request

--request POST 'https://modelslab.com/api/v1/enterprise/image_editing/fashion' \

Make a POST request to https://modelslab.com/api/v1/enterprise/image_editing/fashion endpoint and pass the required parameters as a request body to the endpoint.

Body Attributes

Parameter	Description
key	Your API Key used for request authorization
init_image	Image URL of the model to try the dress on
cloth_image	Cloth/Dress URL for the garment to try-on
cloth_type	One of upper_body, lower_body or dresses based on where the garment is to be worn
prompt	Text prompt with description of the things you want in the image to be generated
negative_prompt	Items you don't want in the image
num_inference_steps	Number of denoising steps. Value accepted are 21,31 or 41.
temp	"yes" if you want proxy links to access images apart from normal links. Useful in case your country blocks our storage provider. Default: "no"
guidance_scale	Scale for classifier-free guidance (minimum: 1; maximum: 20)
webhook	Set an URL to get a POST API call once the image generation is complete.
track_id	This ID is returned in the response to the webhook API call. This will be used to identify the webhook request.

Example

Body

Body

{
   "key": "",
   "prompt": ":A realistic photo of a model wearing a beautiful t-shirt",
   "negative_prompt": "Low quality, unrealistic, bad cloth, warped cloth",
   "init_image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5dzoZ9qWI2FQxwceFDb3zULRtwCRmF-metaZjA5NjMyX3BhcmVudF8xXzE2NTMwMDMzODguanBn-.jpg",
   "cloth_image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5BDmwvtizESFRO24uGDW1iu1u5TXhB-metaM2JmZmFkY2U5NDNkOGU3MDJhZDE0YTk2OTY2NjQ0NjYuanBn-.jpg",
   "cloth_type": "upper_body",
   "guidance_scale": 7.5,
   "num_inference_steps": 21,
   "seed": null,
   "temp": "no",
   "webhook": null,
   "track_id": null 
}

Request

JS

var myHeaders = new Headers();
myHeaders.append("Content-Type", "application/json");

var raw = JSON.stringify({
   "key": "",
   "prompt": "A realistic photo of a model wearing a beautiful t-shirt",
   "negative_prompt": "Low quality, unrealistic, bad cloth, warped cloth",
   "init_image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5dzoZ9qWI2FQxwceFDb3zULRtwCRmF-metaZjA5NjMyX3BhcmVudF8xXzE2NTMwMDMzODguanBn-.jpg",
   "cloth_image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5BDmwvtizESFRO24uGDW1iu1u5TXhB-metaM2JmZmFkY2U5NDNkOGU3MDJhZDE0YTk2OTY2NjQ0NjYuanBn-.jpg",
   "cloth_type": "upper_body",
   "guidance_scale": 7.5,
   "num_inference_steps": 21,
   "seed": null,
   "temp": "no",
   "webhook": null,
   "track_id": null  
});

var requestOptions = {
  method: 'POST',
  headers: myHeaders,
  body: raw,
  redirect: 'follow'
};

fetch("https://modelslab.com/api/v1/enterprise/image_editing/fashion", requestOptions)
  .then(response => response.text())
  .then(result => console.log(result))
  .catch(error => console.log('error', error));

PHP

<?php

$payload = [
   "key" =>  "",
   "prompt" => "A realistic photo of a model wearing a beautiful t-shirt",
   "negative_prompt" =>  "Low quality, unrealistic, bad cloth, warped cloth",
   "init_image" => "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5dzoZ9qWI2FQxwceFDb3zULRtwCRmF-metaZjA5NjMyX3BhcmVudF8xXzE2NTMwMDMzODguanBn-.jpg",
   "cloth_image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5BDmwvtizESFRO24uGDW1iu1u5TXhB-metaM2JmZmFkY2U5NDNkOGU3MDJhZDE0YTk2OTY2NjQ0NjYuanBn-.jpg",
   "cloth_type" => "upper_body",
   "guidance_scale" => 7.5,
   "num_inference_steps" => 21,
   "seed" => null,
   "temp" => "no",
   "webhook" => null,
   "track_id" =>  null 
];

$curl = curl_init();

curl_setopt_array($curl, array(
  CURLOPT_URL => 'https://modelslab.com/api/v1/enterprise/image_editing/fashion',
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => '',
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 0,
  CURLOPT_FOLLOWLOCATION => true,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => 'POST',
  CURLOPT_POSTFIELDS => json_encode($payload),
  CURLOPT_HTTPHEADER => array(
    'Content-Type: application/json'
  ),
));

$response = curl_exec($curl);

curl_close($curl);
echo $response;

NODE

var request = require('request');
var options = {
  'method': 'POST',
  'url': 'https://modelslab.com/api/v1/enterprise/image_editing/fashion',
  'headers': {
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
   "key": "",
   "prompt" => "A realistic photo of a model wearing a beautiful t-shirt",
   "negative_prompt": "Low quality, unrealistic, bad cloth, warped cloth",
   "init_image" => "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5dzoZ9qWI2FQxwceFDb3zULRtwCRmF-metaZjA5NjMyX3BhcmVudF8xXzE2NTMwMDMzODguanBn-.jpg",
   "cloth_image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5BDmwvtizESFRO24uGDW1iu1u5TXhB-metaM2JmZmFkY2U5NDNkOGU3MDJhZDE0YTk2OTY2NjQ0NjYuanBn-.jpg",
   "cloth_type": "upper_body",
   "guidance_scale": 7.5,
   "num_inference_steps": 21,
   "seed": null,
   "temp": "no",
   "webhook": null,
   "track_id": null 
  })
};

request(options, function (error, response) {
  if (error) throw new Error(error);
  console.log(response.body);
});

PYTHON

import requests
import json

url = "https://modelslab.com/api/v1/enterprise/image_editing/fashion"

payload = json.dumps({
   "key": "",
   "prompt" => "A realistic photo of a model wearing a beautiful t-shirt",
   "negative_prompt": "Low quality, unrealistic, bad cloth, warped cloth",
   "init_image" => "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5dzoZ9qWI2FQxwceFDb3zULRtwCRmF-metaZjA5NjMyX3BhcmVudF8xXzE2NTMwMDMzODguanBn-.jpg",
   "cloth_image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5BDmwvtizESFRO24uGDW1iu1u5TXhB-metaM2JmZmFkY2U5NDNkOGU3MDJhZDE0YTk2OTY2NjQ0NjYuanBn-.jpg",
   "cloth_type": "upper_body",
   "guidance_scale": 7.5,
   "num_inference_steps": 21,
   "seed": null,
   "temp": "no",
   "webhook": None,
   "track_id": None
})

headers = {
  'Content-Type': 'application/json'
}

response = requests.request("POST", url, headers=headers, data=payload)

print(response.text)

JAVA

       OkHttpClient client = new OkHttpClient().newBuilder()
  .build();
MediaType mediaType = MediaType.parse("application/json");
RequestBody body = RequestBody.create(mediaType, "{\n    \"key\": \"\",\n   \"prompt\": \"A realistic photo of a model wearing a beautiful white top.\",\n   \"negative_prompt\": \"Low quality, unrealistic, bad cloth, warped cloth\",\n   \"image\": \"https://www.vstar.in/media/cache/350x0/catalog/product/f/0/f09632_parent_1_1653003388.jpg\",\n   \"cloth_image\": \"https://thumbs.dreamstime.com/b/plain-hollow-female-tank-top-shirt-isolated-white-background-30020169.jpg\",\n   \"cloth_type\": \"upper_body\",\n   \"guidance_scale\": 8.0,\n   \"num_inference_steps\": 21,\n   \"seed\": 128915590,\n   \"temp\": \"no\",\n   \"webhook\": null,\n   \"track_id\": null \n}");
Request request = new Request.Builder()
  .url("https://modelslab.com/api/v1/enterprise/image_editing/fashion")
  .method("POST", body)
  .addHeader("Content-Type", "application/json")
  .build();
Response response = client.newCall(request).execute();

Response

Example Response

{
    {
    "status": "success",
    "generationTime": 3.13963508605957,
    "id": 13204,
    "output": [],
    "proxy_links": [
        "https://cdn2.stablediffusionapi.com/generations/284c4f3d-4bf6-4bad-a603-d2a1948de0cf.png"
    ],
    "meta": {
        "base64": "no",
        "cloth": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5BDmwvtizESFRO24uGDW1iu1u5TXhB-metaM2JmZmFkY2U5NDNkOGU3MDJhZDE0YTk2OTY2NjQ0NjYuanBn-.jpg",
        "cloth_type": "upper_body",
        "file_prefix": "284c4f3d-4bf6-4bad-a603-d2a1948de0cf",
        "guidance_scale": 7.5,
        "image": "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/livewire-tmp/5dzoZ9qWI2FQxwceFDb3zULRtwCRmF-metaZjA5NjMyX3BhcmVudF8xXzE2NTMwMDMzODguanBn-.jpg",
        "negative_prompt": "low quality",
        "num_inference_steps": 20,
        "num_samples": 1,
        "outdir": "out",
        "prompt": ":A realistic photo of a model wearing a beautiful t-shirt",
        "refine_face": "yes",
        "scale": 5,
        "seed": 70128919,
        "temp": "no",
    }
}
}