Image Mixer Endpoint

Overview

This endpoint generates image by mixing multiple images.

Together with the image you can add your description of the desired result by passing prompt and negative prompt.

Request

--request POST 'https://modelslab.com/api/v6/image_editing/img_mixer' \

Make a POST request to https://modelslab.com/api/v6/image_editing/img_mixer endpoint and pass the required parameters as a request body to the endpoint.

Body Attributes

Parameter	Description	Values
key	Your API Key used for request authorization	string
prompt	Text prompt with description of the things you want in the image to be generated	string
negative_prompt	Items you don't want in the image	string
init_image	Comma-separated image URLs of images to mix	URL
width	The width of the image. Max: 1024 pixels	integer
height	The height of the image. Max: 1024 pixels	integer
steps	Number of denoising steps. Min: 1. Max: 50	integer
guidance_scale	Scale for classifier-free guidance. Min: 1. Max: 20	float
init_image_weights	Weights of the images being passed, separated by commas.	0.1 to 1, separated by commas
seed	Seed used to reproduce results. Same seed will give you the same image again. Pass null for a random number	integer, null
samples	Number of images to be returned in response. Max: 1	integer
webhook	Set a URL to receive a POST API call once the image generation is complete	URL
track_id	This ID is returned in the response to the webhook API call and will be used to identify the webhook request	integer

Example

Body

Body

{
    "key":"",
    "seed":12345,
    "init_image":"https://img.freepik.com/premium-photo/red-roses-rose-petals-white-backgroundvalentines-day-concept_167862-5720.jpg,https://huggingface.co/datasets/diffusers/test-arrays/resolve/main/stable_diffusion_inpaint/boy.png",
    "prompt":"rose man",
    "negative_prompt":"A polluted city",
    "init_image_weights":"0.5,0.7",
    "width":800,
    "height":600,
    "guidance_scale":10,
    "steps":41,
    "samples":1
}

Request

JS

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

var raw = JSON.stringify({
    "key": "",
    "init_image":"https://img.freepik.com/premium-photo/red-roses-rose-petals-white-backgroundvalentines-day-concept_167862-5720.jpg,https://huggingface.co/datasets/diffusers/test-arrays/resolve/main/stable_diffusion_inpaint/boy.png",
    "seed":"12345",
    "prompt":"rose man",
    "negative_prompt":"A polluted city",
    "init_image_weights":"0.5,0.7",
    "width":800,
    "height":600,
    "guidance_scale":10,
    "steps":41,
    "samples":1,
    "webhook": null,
    "track_id": null  
});

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

fetch("https://modelslab.com/api/v6/image_editing/img_mixer", requestOptions)
  .then(response => response.text())
  .then(result => console.log(result))
  .catch(error => console.log('error', error));

PHP

<?php

$payload = [
    "key" => "", 
    "init_image" => "https://img.freepik.com/premium-photo/red-roses-rose-petals-white-backgroundvalentines-day-concept_167862-5720.jpg,https://huggingface.co/datasets/diffusers/test-arrays/resolve/main/stable_diffusion_inpaint/boy.png",
    "seed" => "12345",
    "prompt" => "rose man",
    "negative_prompt" => "A polluted city",
    "init_image_weights" => "0.5,0.7",
    "width" => 800,
    "height" => 600,
    "guidance_scale" => 10,
    "steps" => 41,
    "samples" => 1,
    "webhook" => null,
    "track_id" => null  
];

$curl = curl_init();

curl_setopt_array($curl, array(
  CURLOPT_URL => 'https://modelslab.com/api/v6/image_editing/img_mixer',
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => '',
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 0,
  CURLOPT_FOLLOWLOCATION => true,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => 'POST',
  CURLOPT_POSTFIELDS => json_encode($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/v6/image_editing/img_mixer',
  'headers': {
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    "key": "",
    "init_image":"https://img.freepik.com/premium-photo/red-roses-rose-petals-white-backgroundvalentines-day-concept_167862-5720.jpg,https://huggingface.co/datasets/diffusers/test-arrays/resolve/main/stable_diffusion_inpaint/boy.png",
    "seed":"12345",
    "prompt":"rose man",
    "negative_prompt":"A polluted city",
    "init_image_weights":"0.5,0.7",
    "width":800,
    "height":600,
    "guidance_scale":10,
    "steps":41,
    "samples":1,
    "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/v6/image_editing/img_mixer"

payload = json.dumps({
  "key": "",
  "init_image":"https://img.freepik.com/premium-photo/red-roses-rose-petals-white-backgroundvalentines-day-concept_167862-5720.jpg,https://huggingface.co/datasets/diffusers/test-arrays/resolve/main/stable_diffusion_inpaint/boy.png",
 "seed":"12345",
 "prompt":"rose man",
 "negative_prompt":"A polluted city",
 "init_image_weights":"0.5,0.7",
 "width":800,
 "height":600,
 "guidance_scale":10,
 "steps":41,
 "samples":1  
 "seed": None,
 "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    \"seed\":12345,\n    \"init_image\":\"https://img.freepik.com/premium-photo/red-roses-rose-petals-white-backgroundvalentines-day-concept_167862-5720.jpg,https://huggingface.co/datasets/diffusers/test-arrays/resolve/main/stable_diffusion_inpaint/boy.png\",\n    \"prompt\":\"rose man\",\n    \"negative_prompt\":\"A polluted city\",\n    \"init_image_weights\":\"0.5,0.7\",\n    \"width\":800,\n    \"height\":600,\n    \"guidance_scale\":10,\n    \"steps\":41,\n    \"samples\":1\n    \n}");
Request request = new Request.Builder()
  .url("https://modelslab.com/api/v6/image_editing/img_mixer")
  .method("POST", body)
  .addHeader("Content-Type", "application/json")
  .build();
Response response = client.newCall(request).execute();

Response

Example Response

{
    "status": "success",
    "generationTime": 19.260561227798462,
    "id": 349,
    "output": [
        "https://cdn2.stablediffusionapi.com/generations/8aa6cb76-0c62-4ebc-a29a-3a3e3727bc88-0.png"
    ],
    "meta": {
        "H": 600,
        "W": 800,
        "file_prefix": "8aa6cb76-0c62-4ebc-a29a-3a3e3727bc88",
        "guidance_scale": 10,
        "init_image": "https://img.freepik.com/premium-photo/red-roses-rose-petals-white-backgroundvalentines-day-concept_167862-5720.jpg,https://huggingface.co/datasets/diffusers/test-arrays/resolve/main/stable_diffusion_inpaint/boy.png",
        "init_image_weights": "0.5,0.7",
        "n_samples": 1,
        "negative_prompt": "A polluted city",
        "outdir": "out",
        "prompt": "rose man",
        "seed": 12345,
        "steps": 41
    }
}