Outpainting Endpoint

Overview

This endpoint helps to outpaint by expanding the giving image

Request

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

Make a POST request to https://modelslab.com/api/v6/image_editing/outpaint 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	key
prompt	The text prompt to guide image generation. Default: "high quality"	string (default: "high quality")
negative_prompt	Aspects to avoid in the generated image. Default: "low quality"	string (default: "low quality")
image	URL of the initial image to outpaint	URL (example: valid image URL)
width	Width of the output image. Max: 1440. Default: 1280	integer (default: 1280, max: 1440)
height	Height of the output image. Max: 1440. Default: 720	integer (default: 720, max: 1440)
overlap_width	Width of the mask overlap area. Max: 42. Default: 10	integer (default: 10, max: 42)
num_inference_steps	Number of denoising steps. Max: 30. Default: 10	integer (default: 10, max: 30)
guidance_scale	How closely to follow the prompt. Default: 8.0	float (default: 8.0)
seed	Seed for reproducible results (-1 or 0 for random)	integer (default: random)
temp	Whether to save output temporarily. Default: true	Boolean (default: true)
base64	Whether the image is base64 encoded. Default: false	Boolean (default: false)
webhook	Set a URL to get 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. This will be used to identify the webhook request	Integral value

Example

Body

Body

{
    "key": "",
    "seed": 12345,
    "width": 512,
    "height": 512,
    "prompt": "a majestic cat house, lush greenery, filled with plants, high quality, cartoonish, realistic, 4k",
    "image": "https://i.ibb.co/wp0w7nt/1-d212fe65-f95c-4bbe-b275-99f0dedd901a.png",
    "negative_prompt": "dull background, text, characters, symbols, unrealistic, repetitive background, boring background, bad, low quality, black background",
    "overlap_width": 32,
    "num_inference_steps": 15,
    "guidance_scale": 8.0,
    "temp": true,
    "base64": false,
    "webhook": null,
    "track_id": null
}

Request

JS

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

var raw = JSON.stringify({
    "key": "",
    "seed": 12345,
    "width": 512,
    "height": 512,
    "prompt": "a majestic cat house, lush greenery, filled with plants, high quality, cartoonish, realistic, 4k",
    "image": "https://i.ibb.co/wp0w7nt/1-d212fe65-f95c-4bbe-b275-99f0dedd901a.png",
    "negative_prompt": "dull background, text, characters, symbols, unrealistic, repetitive background, boring background, bad, low quality, black background",
    "overlap_width": 32,
    "num_inference_steps": 15,
    "guidance_scale": 8.0,
    "temp": true,
    "base64": false,
    "webhook": null,
    "track_id": null
});

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

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

PHP

<?php

$payload = [
    "key"=>"",
    "seed"=>12345,
    "width"=>512,
    "height"=>512,
    "prompt"=>"a majestic cat house, lush greenery, filled with plants, high quality, cartoonish, realistic, 4k",
    "image"=>"https://i.ibb.co/wp0w7nt/1-d212fe65-f95c-4bbe-b275-99f0dedd901a.png",
    "negative_prompt"=>"dull background, text, characters, symbols, unrealistic, repetitive background, boring background, bad, low quality, black background",
    "overlap_width"=>32,
    "num_inference_steps"=>15,
    "guidance_scale"=>8.0,
    "temp"=>true,
    "base64"=>false,
    "webhook"=>null,
    "track_id"=>null
];

$curl = curl_init();

curl_setopt_array($curl, array(
  CURLOPT_URL => 'https://modelslab.com/api/v6/image_editing/outpaint',
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => '',
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 0,
  CURLOPT_FOLLOWLOCATION => true,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => 'POST',
  CURLOPT_POSTFIELDS => json_encode($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/outpaint',
  'headers': {
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    "key": "",
    "seed": 12345,
    "width": 512,
    "height": 512,
    "prompt": "a majestic cat house, lush greenery, filled with plants, high quality, cartoonish, realistic, 4k",
    "image": "https://i.ibb.co/wp0w7nt/1-d212fe65-f95c-4bbe-b275-99f0dedd901a.png",
    "negative_prompt": "dull background, text, characters, symbols, unrealistic, repetitive background, boring background, bad, low quality, black background",
    "overlap_width": 32,
    "num_inference_steps": 15,
    "guidance_scale": 8.0,
    "temp": true,
    "base64": false,
    "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/outpaint"

payload = json.dumps({
    "key": "",
    "seed": 12345,
    "width": 512,
    "height": 512,
    "prompt": "a majestic cat house, lush greenery, filled with plants, high quality, cartoonish, realistic, 4k",
    "image": "https://i.ibb.co/wp0w7nt/1-d212fe65-f95c-4bbe-b275-99f0dedd901a.png",
    "negative_prompt": "dull background, text, characters, symbols, unrealistic, repetitive background, boring background, bad, low quality, black background",
    "overlap_width": 32,
    "num_inference_steps": 15,
    "guidance_scale": 8.0,
    "temp": true,
    "base64": false,
    "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    \"width\":512,\n    \"height\":512,\n    \"prompt\":\"a majestic cat house, lush greenery, filled with plants, high quality, cartoonish, realistic, 4k\",\n    \"image\":\"https://i.ibb.co/wp0w7nt/1-d212fe65-f95c-4bbe-b275-99f0dedd901a.png\",\n    \"negative_prompt\":\"dull background, text, characters, symbols, unrealistic, repetitive background, boring background, bad, low quality, black background\",\n    \"overlap_width\": 32,\n    \"num_inference_steps\": 15,\n    \"guidance_scale\": 8.0,\n    \"temp\": true,\n    \"base64\": false "\n}");
    Request request = new Request.Builder()
      .url("https://modelslab.com/api/v6/image_editing/outpaint")
      .method("POST", body)
      .addHeader("Content-Type", "application/json")
      .build();
    Response response = client.newCall(request).execute();

Response

Example Response

{
    "status": "success",
    "generationTime": 6.230603456497192,
    "id": 663,
    "output": [
        "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/temp/b73f6d3b-1690-4484-88d4-4ba1ea089d53.png"
    ],
    "proxy_links": [
        "https://cdn2.stablediffusionapi.com/temp/b73f6d3b-1690-4484-88d4-4ba1ea089d53.png"
    ],
    "meta": {
        "base64": "no",
        "file_prefix": "b73f6d3b-1690-4484-88d4-4ba1ea089d53",
        "guidance_scale": 8,
        "height": 512,
        "init_image": "https://i.ibb.co/wp0w7nt/1-d212fe65-f95c-4bbe-b275-99f0dedd901a.png",
        "negative_prompt": "dull background, text, characters, symbols, unrealistic, repetitive background, boring background, bad, low quality, black background",
        "num_inference_steps": 15,
        "opacity": 0.7,
        "outdir": "out",
        "overlap_width": 32,
        "padding_down": 10,
        "padding_right": 10,
        "prompt": "a majestic cat house, lush greenery, filled with plants, high quality, cartoonish, realistic, 4k",
        "scale_down": 6,
        "seed": 12345,
        "temp": "yes",
        "watermark": "no",
        "width": 512
    }
}