Omni Zero

Integrate

Model id omni-zero

# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/omni-zero?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

const API = "https://api.doitong.com/v1";
const headers = {
  "Authorization": "Bearer " + process.env.DOITONG_API_KEY,
  "Content-Type": "application/json",
};

// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/omni-zero?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);

// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
  res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
  request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");

import os
import requests

API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/omni-zero", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
    raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])

# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
    request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
    raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])

# 1. Connect once (Claude Code; Cursor, VS Code, Claude Desktop: https://doitong.com/en-US/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.com/v1/mcp \
  --header "Authorization: Bearer $DOITONG_API_KEY"

# 2. Your agent calls the "run" tool with:
{
  "model_id": "omni-zero",
  "input": {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }
}

Call the Omni Zero model (omni-zero) through the Doitong API. Docs for agents: https://doitong.com/en-US/developers/models/omni-zero.md

POST https://api.doitong.com/v1/run/omni-zero?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json

{
  "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
  "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
  "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
  "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
  "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}

If the response status is "queued" or "running", poll GET https://api.doitong.com/v1/requests/REQUEST_ID?wait=20 until it is "succeeded"; the files are in outputs[].url. POST https://api.doitong.com/v1/quote/omni-zero with the same body returns the exact price before the run.

This request: ≈$0.073 73 API credits Run it on this page

Get API key

Open model Image Editing #style-transfer

Combines separate composition, style and identity reference images into one new image

OpenAPI Markdown

Open model · Image

Your first result goes here

Build a request below and run it with your API key. Outputs are copied to our storage, kept forever or 7 days for free.

Build a request

Controls are generated from the model schema. The code and the price update as you change them.

prompt •required

Prompt that directs image generation.

image •required image_url

Drop a file, or

URL of the input image.

composition_image_url •required

Drop a file, or

URL for the composition image.

style_image_url •required

Drop a file, or

URL of the style image.

identity_image_url •required

Drop a file, or

URL of the identity image.

number_of_images default 1

Count of images to generate.

Advanced negative_prompt · image_strength · composition_strength · depth_strength · style_strength · face_strength · identity_strength · guidance_scale · seed · enable_safety_checker

negative_prompt default

Negative prompt that directs image generation.

image_strength default 0.75

Strength of the image's influence.

composition_strength default 1

Strength of the composition's influence.

depth_strength default 0.5

Strength of the depth influence.

style_strength default 1

Strength of the style influence.

face_strength default 1

Strength of the face influence.

identity_strength default 1

Strength of the identity influence.

guidance_scale default 5

Scale applied to guidance.

seed default 42

Seed for the random generator.

POST /run/omni-zero?wait=20 quote → $0.073

# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/omni-zero?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

const API = "https://api.doitong.com/v1";
const headers = {
  "Authorization": "Bearer " + process.env.DOITONG_API_KEY,
  "Content-Type": "application/json",
};

// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/omni-zero?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);

// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
  res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
  request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");

import os
import requests

API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/omni-zero", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
    raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])

# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
    request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
    raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "run",
    "arguments": {
      "model_id": "omni-zero",
      "input": {
        "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
        "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
        "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
        "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
        "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
      },
      "wait_seconds": 20
    }
  }
}

Run this request

API key

Your key stays in this browser: it is sent only to the Doitong API and saved (localStorage) only if you tick Remember. Remember in this browser Get an API key

About Omni Zero

A stylized image generator that needs a `prompt` plus four images: `image_url`, `composition_image_url`, `style_image_url` and `identity_image_url`. Separate strength values (image, composition, depth, style, face and identity) balance their influence. It also offers `negative_prompt`, `guidance_scale`, `seed` and `number_of_images`.

Parameters

Send either the canonical name or the native name, not both. Canonical names

NameType DefaultAllowed Description

promptrequired

Typestring

Prompt that directs image generation.

negative_promptoptional

Typestring

Default

Negative prompt that directs image generation.

image_urlrequired image

Typeurl · image

URL of the input image.

composition_image_urlrequired

Typeurl · image

URL for the composition image.

style_image_urlrequired

Typeurl · image

URL of the style image.

identity_image_urlrequired

Typeurl · image

URL of the identity image.

image_strengthoptional

Typenumber

Default0.75

Strength of the image's influence.

composition_strengthoptional

Typenumber

Default1

Strength of the composition's influence.

depth_strengthoptional

Typenumber

Default0.5

Strength of the depth influence.

style_strengthoptional

Typenumber

Default1

Strength of the style influence.

face_strengthoptional

Typenumber

Default1

Strength of the face influence.

identity_strengthoptional

Typenumber

Default1

Strength of the identity influence.

guidance_scaleoptional

Typenumber

Default5

Scale applied to guidance.

seedoptional

Typeinteger

Default42

Seed for the random generator.

number_of_imagesoptional

Typeinteger

Default1

Count of images to generate.

enable_safety_checkeroptional

Typeboolean

Defaulttrue

Screening can be relaxed by setting false, provided the caller is authorized.

required Canonical name, also accepted

File parameters take a public https:// URL, a data: URI up to 10 MB, or the file_url of an upload. Files

Output

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t

{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "omni-zero",
  "status": "succeeded",
  "created_at": "2026-10-20T12:00:00Z",
  "started_at": "2026-10-20T12:00:02Z",
  "completed_at": "2026-10-20T12:00:09Z",
  "queue_position": null,
  "cost": {
    "credits": 73,
    "usd": "0.073",
    "charged": 73,
    "refunded": 0
  },
  "input": {
    "prompt": "A red fox trots through fresh snow at sunrise, soft golden light, shallow depth of field",
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "composition_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "style_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "identity_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  },
  "output": {
    "image": {
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_name": "0-output.jpeg",
      "file_size": 1843200,
      "width": 1024,
      "height": 768
    }
  },
  "outputs": [
    {
      "type": "image",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "width": 1024,
      "height": 768,
      "stored": true
    }
  ],
  "error": null,
  "metrics": {
    "inference_seconds": 6.8
  },
  "urls": {
    "self": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}

Your files, your choiceEvery outputs[].url is a copy on our storage: kept forever (paid per GB-month) or 7 days for free, by your account setting or ?storage=.

Same shape on every modeltype, url, content_type, width, height and duration, for images, video and audio alike. output is the model’s own result object.

Fields of output

image: object {url, content_type, file_name, file_size, width, height}Image produced by the model.

For AI agents: this page as Markdown is at https://doitong.com/en-US/developers/models/omni-zero.md. All models and guides: https://doitong.com/developers/llms.txt

Your first result goes here

Build a request

Run this request

About Omni Zero

Parameters

Output

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