Omni Zero

Omni-Zero: A diffusion pipeline for zero-shot stylized portrait creation.

Playground

Try the model in real time below.

output image


Examples

Check out what others have created with Omni Zero
Example preview

A person

seed: 42guidance_scale: 3

API

If you're looking for an API, you can choose from your desired programming language.

POST
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 import requests api_key = "YOUR_API_KEY" url = "https://api.segmind.com/v1/omni-zero" # Prepare data and files data = {} files = {} data['seed'] = 42 data['prompt'] = "A person" # For parameter "base_image", you can send a raw file or a URI: # files['base_image'] = open('IMAGE_PATH', 'rb') # To send a file # data['base_image'] = 'IMAGE_URI' # To send a URI # For parameter "style_image", you can send a raw file or a URI: # files['style_image'] = open('IMAGE_PATH', 'rb') # To send a file # data['style_image'] = 'IMAGE_URI' # To send a URI data['guidance_scale'] = 3 # For parameter "identity_image", you can send a raw file or a URI: # files['identity_image'] = open('IMAGE_PATH', 'rb') # To send a file # data['identity_image'] = 'IMAGE_URI' # To send a URI data['negative_prompt'] = "blurry, out of focus" data['number_of_steps'] = 10 data['number_of_images'] = 1 # For parameter "composition_image", you can send a raw file or a URI: # files['composition_image'] = open('IMAGE_PATH', 'rb') # To send a file # data['composition_image'] = 'IMAGE_URI' # To send a URI # For parameter "depth_image", you can send a raw file or a URI: # files['depth_image'] = open('IMAGE_PATH', 'rb') # To send a file # data['depth_image'] = 'IMAGE_URI' # To send a URI data['base_image_strength'] = 0.15 data['depth_image_strength'] = 0.5 data['style_image_strength'] = 1 data['identity_image_strength'] = 1 data['composition_image_strength'] = 1 headers = {'x-api-key': api_key} response = requests.post(url, data=data, files=files, headers=headers) print(response.content) # The response is the generated image
RESPONSE
image/jpeg
HTTP Response Codes
200 - OKImage Generated
401 - UnauthorizedUser authentication failed
404 - Not FoundThe requested URL does not exist
405 - Method Not AllowedThe requested HTTP method is not allowed
406 - Not AcceptableNot enough credits
500 - Server ErrorServer had some issue with processing

Attributes


seedint ( default: 42 )

Random seed for the model


promptstr ( default: A person )

Prompt for the model


base_imagestr ( default: https://segmind-sd-models.s3.amazonaws.com/display_images/omni-zero-base.jpg )

Base image for the model


style_imagestr *

Style image for the model


guidance_scalefloat ( default: 3 )

Guidance scale for the model

min : 0,

max : 14


identity_imagestr *

Identity image for the model


negative_promptstr ( default: blurry, out of focus )

Negative prompt for the model


number_of_stepsint ( default: 10 )

Number of steps for the model

min : 1,

max : 50


number_of_imagesint ( default: 1 )

Number of images to generate

min : 1,

max : 4


composition_imagestr ( default: https://segmind-sd-models.s3.amazonaws.com/display_images/omni-zero-base.jpg )

Composition image for the model


depth_imagestr ( default: 1 )

Depth image for the model


base_image_strengthfloat ( default: 0.15 )

Base image strength for the model

min : 0,

max : 1


depth_image_strengthfloat ( default: 0.5 )

Depth image strength for the model, if not supplied the composition image will be used for depth

min : 0,

max : 1


style_image_strengthfloat ( default: 1 )

Style image strength for the model

min : 0,

max : 1


identity_image_strengthfloat ( default: 1 )

Identity image strength for the model

min : 0,

max : 1


composition_image_strengthfloat ( default: 1 )

Composition image strength for the model

min : 0,

max : 1

To keep track of your credit usage, you can inspect the response headers of each API call. The x-remaining-credits property will indicate the number of remaining credits in your account. Ensure you monitor this value to avoid any disruptions in your API usage.


Pricing

Serverless Pricing

Buy credits that can be used anywhere on Segmind

$ 0.0015 /per second
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Omni Zero

Omni Zero is a powerful tool designed to create stylized portraits with zero-shot learning. Combining composition, style and identity images, Omni Zero can transform ordinary images into captivating artworks. Here are the key features:

  • Zero-Shot Composition: Omni Zero requires just one image to set the structure and the scene of the output image and does not require any training at all.

  • Zero-Shot Stylization: Omni Zero requires no training data or specific style examples. It adapts to any input image, making it ideal for artists, designers, and photographers.

  • Single Identity and Style: Omni Zero seamlessly integrates identity and style, allowing you to maintain the subject’s likeness while adding artistic flair to the image.

  • Multiple Identities and Styles (Work in Progress): Future updates will enable multi-identity and multi-style transformations, expanding creative possibilities.

F.A.Q.

Frequently Asked Questions

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