import requests

response = requests.post(
    f"https://api.stability.ai/v2beta/stable-image/edit/search-and-recolor",
    headers={
        "authorization": f"Bearer sk-MYAPIKEY",
        "accept": "image/*"
    },
    files={
        "image": open("./red-car.png", "rb")
    },
    data={
        "prompt": "a yellow car",
        "select_prompt": "car",
        "output_format": "webp",
    },
)

if response.status_code == 200:
    with open("./yellow-car.webp", 'wb') as file:
        file.write(response.content)
else:
    raise Exception(str(response.json()))

"The bytes of the generated jpeg"

Edit

Search and Recolor

The Search and Recolor service provides the ability to change the color of a specific object in an image using a prompt. This service is a specific version of inpainting that does not require a mask. The Search and Recolor service will automatically segment the object and recolor it using the colors requested in the prompt.

Try it out

Grab your API key and head over to

How to use

Please invoke this endpoint with a POST request.

The headers of the request must include an API key in the authorization field. The body of the request must be multipart/form-data, and the accept header should be set to one of the following:

image/* to receive the image in the format specified by the output_format parameter.
application/json to receive the image encoded as base64 in a JSON response.

The body of the request should include:

image
prompt
select_prompt

The body may optionally include:

grow_mask
seed
negative_prompt
output_format
style_preset

Note: for more details about these parameters please see the request schema below.

Output

The resolution of the generated image will match the resolution of the input image.

Credits

Flat rate of 5 credits per successful generation. You will not be charged for failed generations.

POST

v2beta

stable-image

edit

search-and-recolor

import requests

response = requests.post(
    f"https://api.stability.ai/v2beta/stable-image/edit/search-and-recolor",
    headers={
        "authorization": f"Bearer sk-MYAPIKEY",
        "accept": "image/*"
    },
    files={
        "image": open("./red-car.png", "rb")
    },
    data={
        "prompt": "a yellow car",
        "select_prompt": "car",
        "output_format": "webp",
    },
)

if response.status_code == 200:
    with open("./yellow-car.webp", 'wb') as file:
        file.write(response.content)
else:
    raise Exception(str(response.json()))

"The bytes of the generated jpeg"

Authorizations

authorization

string

header

required

Use your Stability API key to authentication requests to this App.

Headers

authorization

string

required

Your Stability API key, used to authenticate your requests. Although you may have multiple keys in your account, you should use the same key for all requests to this API.

Minimum string length: 1

content-type

string

required

The content type of the request body. Do not manually specify this header; your HTTP client library will automatically include the appropriate boundary parameter.

Minimum string length: 1

Example:

"multipart/form-data"

enum<string>

default:image/*

Specify image/* to receive the bytes of the image directly. Otherwise specify application/json to receive the image as base64 encoded JSON.

Available options:

image/*,

application/json

stability-client-id

string

The name of your application, used to help us communicate app-specific debugging or moderation issues to you.

Maximum string length: 256

Example:

"my-awesome-app"

stability-client-user-id

string

A unique identifier for your end user. Used to help us communicate user-specific debugging or moderation issues to you. Feel free to obfuscate this value to protect user privacy.

Maximum string length: 256

Example:

"DiscordUser#9999"

stability-client-version

string

The version of your application, used to help us communicate version-specific debugging or moderation issues to you.

Maximum string length: 256

Example:

"1.2.1"

Body

multipart/form-data

image

file

required

An image containing content you wish to recolor.

Supported Formats:

jpeg
png
webp

Validation Rules:

Every side must be at least 64 pixels
Total pixel count must be between 4,096 and 9,437,184 pixels
The aspect ratio must be between 1:2.5 and 2.5:1

prompt

string

required

What you wish to see in the output image. A strong, descriptive prompt that clearly defines elements, colors, and subjects will lead to better results.

To control the weight of a given word use the format (word:weight), where word is the word you'd like to control the weight of and weight is a value between 0 and 1. For example: The sky was a crisp (blue:0.3) and (green:0.8) would convey a sky that was blue and green, but more green than blue.

Required string length: 1 - 10000

select_prompt

string

required

Short description of what to search for in the image.

Maximum string length: 10000

Example:

"glasses"

negative_prompt

string

A blurb of text describing what you do not wish to see in the output image. This is an advanced feature.

Maximum string length: 10000

grow_mask

number

default:3

Grows the edges of the mask outward in all directions by the specified number of pixels. The expanded area around the mask will be blurred, which can help smooth the transition between inpainted content and the original image.

Try this parameter if you notice seams or rough edges around the inpainted content.

Note: Excessive growth may obscure fine details in the mask and/or merge nearby masked regions.

Required range: 0 <= x <= 20

seed

number

default:0

A specific value that is used to guide the 'randomness' of the generation. (Omit this parameter or pass 0 to use a random seed.)

Required range: 0 <= x <= 4294967294

output_format

enum<string>

default:png

Dictates the content-type of the generated image.

Available options:

jpeg,

png,

webp

style_preset

enum<string>

Guides the image model towards a particular style.

Available options:

enhance,

anime,

photographic,

digital-art,

comic-book,

fantasy-art,

line-art,

analog-film,

neon-punk,

isometric,

low-poly,

origami,

modeling-compound,

cinematic,

3d-model,

pixel-art,

tile-texture

Response

Search-and-Recolor was successful.

The bytes of the generated image.

The finish-reason and seed will be present as headers.