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Leffa Pose Transfer

Integrate

Model id leffa/pose-transfer
# 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/leffa/pose-transfer?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "pose_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "person_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"

This request: $0.10 100 API credits Run it on this page

Get API key
Meta Image Editing #pose#utility

Re-poses a person image to match the body pose shown in a second reference image

Meta · 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.

•required
Drop a file, or

URL pointing to the image of the person.

•required
Drop a file, or

URL pointing to the garment's image.

Advanced output_format · num_inference_steps · guidance_scale · seed · enable_safety_checker
output_format default png

File format for the resulting image.

default 50

Count of inference steps to run.

default 2.5

CFG (Classifier Free Guidance) scale controlling how closely image generation follows your input.

Seed for image reproducibility. Reproducing an image requires keeping the seed, input, and model version unchanged; under those conditions, the result is identical on every run.

POST /run/leffa/pose-transfer?wait=20 quote → $0.10
# 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/leffa/pose-transfer?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "pose_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "person_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"

Run this request

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

About Leffa Pose Transfer

Changes the pose of a person using a reference image as the pose source. It takes two image URLs, `pose_image_url` and `person_image_url`, and returns one image. `num_inference_steps` ranges from 1 to 50 (default 50) and `guidance_scale` from 0 to 20. Output can be png or jpeg, and a `seed` makes results repeatable.

Parameters

NameType DefaultAllowed Description
num_inference_stepsoptional
Typeinteger
Default50
1 – 50
Count of inference steps to run.
seedoptional
Typeinteger | null
Seed for image reproducibility. Reproducing an image requires keeping the seed, input, and model version unchanged; under those conditions, the result is identical on every run.
guidance_scaleoptional
Typenumber
Default2.5
0 – 20
CFG (Classifier Free Guidance) scale controlling how closely image generation follows your input.
enable_safety_checkeroptional
Typeboolean
Defaulttrue
Safety checking, which returns black images in place of any images flagged unsafe. A value of true enables checking; false disables it only for authorized accounts, while requests without authorization are checked regardless.
output_formatoptional
Typeenum
Defaultpng
jpegpng
File format for the resulting image.
pose_image_urlrequired
Typeurl · image
URL pointing to the image of the person.
person_image_urlrequired
Typeurl · image
URL pointing to the garment's image.
required

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": "leffa/pose-transfer",
  "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": 100,
    "usd": "0.10",
    "charged": 100,
    "refunded": 0
  },
  "input": {
    "pose_image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
    "person_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
    },
    "seed": 42,
    "has_nsfw_concepts": false
  },
  "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 as output.
seed
integerSeed used during inference.
has_nsfw_concepts
booleanIndicator of NSFW concepts within the image.

More models: Image Editing

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