Inf Edit Endpoint

Overview

This endpoint allows for consistent editing at both the semantic and spatial levels, catering to intricate modifications without compromising on the image's integrity.

caution

Image url generated will not be accessible after 24 hours, kindly save your image generations accordingly

Request

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

Make a POST request to https://modelslab.com/api/v6/image_editing/inf_edit 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
prompt	Text prompt with description of the things you want in the image to be generated.
source_prompt	Text prompt with description of the things are already there in the image.
positive_prompt	Items you want in the image. [OPTIONAL]
width	Width of your generated image. Max width: 2048px
height	Height of your generated image. Max height: 2048px
target_blend	Text in prompt that needs to be blended/added to the image [OPTIONAL]
source_blend	Text in source_prompt which user want's to blend the changes with [OPTIONAL]
init_image	Link or provide valid base64 data which follows the format `data:image/jpeg;base64,{your_base64_string}` to the image you want your generations to resemble.
source_guidance_scale	Scale for classifier-free guidance.
target_blend_thresh	Scale for how much to blend the target_blend objects. float [0 to 1]
source_blend_thresh	Scale for how much to blend the source_blend objects. float [0 to 1]
cross_replace_steps	Cross attn control schedule, float [0 to 1]
num_inference_steps	Number of denoising steps. Default 20. Max 50.
guidance_scale	Scale for classifier-free guidance.
cross_replace_steps	Cross attn control schedule, float [0 to 1]
self_replace_steps	Self attn control schedule, float [0 to 1]
base64	If provided image is in base64 format or if you want your generated images as a base64 string, must be set to `true`. Default: `false`.
strength	Optional. Prompt strength when using image. 1.0 corresponds to full destruction of information in the image.
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 anime girl with red hair and red eyes and shirt",
    "source_prompt":"A anime girl with green hair and green eyes and shirt",
    "target_blend":"red hair and red eyes",
    "init_image":"https://sled-umich-infedit.hf.space/--replicas/7pnmc/file=/tmp/gradio/13838681b604a27bd2b7c81d1f1bf42359ad0b8b/miku.png",
    "num_inference_steps":15,
    "height":512,
    "width":512,
    "source_blend_thresh":0.8,
    "target_blend_thresh":0.2,
    "strength":0,
    "source_blend":"shirt",
    "cross_replace_steps":1,
    "self_replace_steps":1,
    "base64":false ,
    "webhook": null,
    "track_id": null
}

Request

JS
PHP
NODE
PYTHON
JAVA

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

var raw = JSON.stringify({
    "key":"",
    "prompt":"A anime girl with red hair and red eyes and shirt",
    "source_prompt":"A anime girl with green hair and green eyes and shirt",
    "target_blend":"red hair and red eyes",
    "init_image":"https://sled-umich-infedit.hf.space/--replicas/7pnmc/file=/tmp/gradio/13838681b604a27bd2b7c81d1f1bf42359ad0b8b/miku.png",
    "num_inference_steps":15,
    "height":512,
    "width":512,
    "source_blend_thresh":0.8,
    "target_blend_thresh":0.2,
    "strength":0,
    "source_blend":"shirt",
    "cross_replace_steps":1,
    "self_replace_steps":1,
    "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/inf_edit", requestOptions)
  .then(response => response.text())
  .then(result => console.log(result))
  .catch(error => console.log('error', error));

<?php

$payload = [
    "key" => "",
    "prompt" => "A anime girl with red hair and red eyes and shirt",
    "source_prompt" => "A anime girl with green hair and green eyes and shirt",
    "target_blend" => "red hair and red eyes",
    "init_image" => "https://sled-umich-infedit.hf.space/--replicas/7pnmc/file=/tmp/gradio/13838681b604a27bd2b7c81d1f1bf42359ad0b8b/miku.png",
    "num_inference_steps" => 15,
    "height" => 512,
    "width" => 512,
    "source_blend_thresh" => 0.8,
    "target_blend_thresh" => 0.2,
    "strength" => 0,
    "source_blend" => "shirt",
    "cross_replace_steps" => 1,
    "self_replace_steps" => 1,
    "base64" => false,
    "track_id" => null,
    "webhook" => null
];

$curl = curl_init();

curl_setopt_array($curl, array(
  CURLOPT_URL => 'https://modelslab.com/api/v6/image_editing/inf_edit',
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => '',
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 0,
  CURLOPT_FOLLOWLOCATION => true,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => 'POST',
  CURLOPT_POSTFIELDS => json_encode($payload),
  CURLOPT_HTTPHEADER => array(
    'Content-Type: application/json'
  ),
));

$response = curl_exec($curl);

curl_close($curl);
echo $response;

var request = require('request');
var options = {
  'method': 'POST',
  'url': 'https://modelslab.com/api/v6/image_editing/inf_edit',
  'headers': {
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    "key":"",
    "prompt":"A anime girl with red hair and red eyes and shirt",
    "source_prompt":"A anime girl with green hair and green eyes and shirt",
    "target_blend":"red hair and red eyes",
    "init_image":"https://sled-umich-infedit.hf.space/--replicas/7pnmc/file=/tmp/gradio/13838681b604a27bd2b7c81d1f1bf42359ad0b8b/miku.png",
    "num_inference_steps":15,
    "height":512,
    "width":512,
    "source_blend_thresh":0.8,
    "target_blend_thresh":0.2,
    "strength":0,
    "source_blend":"shirt",
    "cross_replace_steps":1,
    "self_replace_steps":1,
    "base64":false 
    "webhook": null,
    "track_id": null
  })
};

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

import requests
import json

url = "https://modelslab.com/api/v6/image_editing/inf_edit"

payload = json.dumps({
  "key":"",
    "prompt":"A anime girl with red hair and red eyes and shirt",
    "source_prompt":"A anime girl with green hair and green eyes and shirt",
    "target_blend":"red hair and red eyes",
    "init_image":"https://sled-umich-infedit.hf.space/--replicas/7pnmc/file=/tmp/gradio/13838681b604a27bd2b7c81d1f1bf42359ad0b8b/miku.png",
    "num_inference_steps":15,
    "height":512,
    "width":512,
    "source_blend_thresh":0.8,
    "target_blend_thresh":0.2,
    "strength":0,
    "source_blend":"shirt",
    "cross_replace_steps":1,
    "self_replace_steps":1,
    "base64":False 
    "webhook": None,
    "track_id": None
})

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

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

print(response.text)

  OkHttpClient client = new OkHttpClient().newBuilder()
  .build();
MediaType mediaType = MediaType.parse("application/json");
RequestBody body = RequestBody.create(mediaType, "{\n\"key\":\"\",\n\"prompt\":\"A anime girl with red hair and red eyes and shirt\",\n\"source_prompt\":\"A anime girl with green hair and green eyes and shirt\",\n\"target_blend\":\"red hair and red eyes\",\n\"init_image\":\"https://sled-umich-infedit.hf.space/--replicas/7pnmc/file=/tmp/gradio/13838681b604a27bd2b7c81d1f1bf42359ad0b8b/miku.png\",\n\"num_inference_steps\":15,\n\"height\":512,\n\"width\":512,\n\"source_blend_thresh\":0.8,\n\"target_blend_thresh\":0.2,\n\"strength\":0,\n\"source_blend\":\"shirt\",\n\"cross_replace_steps\":1,\n\"self_replace_steps\":1,\n\"base64\":false\n}");
Request request = new Request.Builder()
  .url("https://modelslab.com/api/v6/image_editing/inf_edit")
  .method("POST", body)
  .addHeader("Content-Type", "application/json")
  .build();
Response response = client.newCall(request).execute();

Response

Example Response

{
    "status": "success",
    "generationTime": 11.609652757644653,
    "id": 33,
    "output": [
        "https://pub-3626123a908346a7a8be8d9295f44e26.r2.dev/temp/33957931-1e93-40a3-8c26-3d46492d9b49.png"
    ],
    "proxy_links": [
        "https://cdn2.stablediffusionapi.com/temp/33957931-1e93-40a3-8c26-3d46492d9b49.png"
    ],
    "meta": {
        "base64": "no",
        "cross_replace_steps": 1,
        "file_prefix": "33957931-1e93-40a3-8c26-3d46492d9b49",
        "guidance_scale": 2,
        "height": 512,
        "image": "https://sled-umich-infedit.hf.space/--replicas/7pnmc/file=/tmp/gradio/13838681b604a27bd2b7c81d1f1bf42359ad0b8b/miku.png",
        "negative_prompt": "",
        "num_inference_steps": 15,
        "outdir": "out",
        "positive_prompt": "",
        "prompt": "A anime girl with red hair and red eyes and shirt",
        "seed": 529348616,
        "self_replace_steps": 1,
        "source_blend": "shirt",
        "source_blend_thresh": 0.8,
        "source_guidance_scale": 1,
        "source_prompt": "A anime girl with green hair and green eyes and shirt",
        "strength": 0,
        "target_blend": "red hair and red eyes",
        "target_blend_thresh": 0.2,
        "temp": "yes",
        "width": 512
    }
}

Overview​

Request​

Body Attributes​

Example​

Body​

Request​

Response​

Overview

Request

Body Attributes

Example

Body

Request

Response