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Flux 2 Lora Gallery · Add Background

Integrate

Model id flux-2-lora-gallery/add-background
# 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/flux-2-lora-gallery/add-background?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "images": [
      "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: ≈$0.021 21 API credits Run it on this page

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Made on Doitong

Public works made with Flux 2 LoRA Gallery by the Doitong community. Reuse a prompt in one click.

Public works shown: 9
Close-up portrait seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lemb...

Close-up portrait seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi...

Close-up portrait seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lemb...

Close-up portrait seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi...

Prompt Details Seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut ...

Prompt Details Seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi...

Seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikel...

Seorang wanita berkulit pucat berdiri setengah tubuh di dalam air berwarna lembut kebiruan, dikelilingi bunga teratai berkelopak penuh yang bermekaran indah di permukaan air. Rambutnya pirang pucat tersanggul longgar dengan beberapa helaian tipis jatuh alami membingkai sisi wajahnya. Ia memeluk...

​"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat men...

​"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat menggemaskan dengan mata cokelat besar yang ekspresif, rambut hitam berantakan yang tebal, mengenakan kaus putih kerah henley. Dia berpose dengan kedua tangan terkatup di depan dada, menunjukkan senyum...

​"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat men...

​"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat menggemaskan dengan mata cokelat besar yang ekspresif, rambut hitam berantakan yang tebal, mengenakan kaus putih kerah henley. Dia berpose dengan kedua tangan terkatup di depan dada, menunjukkan senyum...

​"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat men...

​"Potret sinematik ultra-realistis close-up seorang anak laki-laki kecil (balita) yang sangat menggemaskan dengan mata cokelat besar yang ekspresif, rambut hitam berantakan yang tebal, mengenakan kaus putih kerah henley. Dia berpose dengan kedua tangan terkatup di depan dada, menunjukkan senyum...

Foto sinematik hiper-realistis resolusi tinggi menampilkan seorang pria muda Indonesia dengan tub...

Foto sinematik hiper-realistis resolusi tinggi menampilkan seorang pria muda Indonesia dengan tubuh ramping dan proporsional, rambut hitam pendek agak acak, mengenakan jaket kulit hitam, celana riding fit, dan sepatu motor. Ia sedang melakukan aksi freestyle ekstrem dengan motor sport 500cc...

Build a request

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

default Add Background forest

Background-addition instruction in the required form: 'Add Background' followed by a description of the desired background.

•required image_urls
Drop a file, or

Images with white or otherwise clean backgrounds, supplied as URLs.

image_size

Output sizing override; leaving it unspecified preserves the dimensions of the input image.

num_images default 1

Count of images to produce.

Advanced acceleration · output_format · guidance_scale · num_inference_steps · lora_scale · seed · enable_safety_checker
acceleration default regular

Image generation acceleration setting. Choose 'regular' for a balance between speed and quality.

output_format default png

Format for the resulting image.

default 2.5

Prompt adherence control using a CFG scale, where CFG stands for Classifier Free Guidance.

default 40

Count of inference steps to run.

default 1

Intensity of the background addition effect.

Random generation seed that allows a result to be reproduced by keeping both the prompt and seed unchanged.

POST /run/flux-2-lora-gallery/add-background?wait=20 quote → $0.021
# 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/flux-2-lora-gallery/add-background?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "images": [
      "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 Flux 2 Lora Gallery · Add Background

A LoRA-based editor for images that have a white or clean background. The `prompt` must begin with 'Add Background' followed by the scene you want, such as a forest. `lora_scale` (0 to 2) sets the strength of the effect, and `guidance_scale` and `num_inference_steps` (4 to 50) adjust sampling. It can return up to 4 images.

Parameters

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

NameType DefaultAllowed Description
image_urlsrequired images
Typeurl[] · image
Images with white or otherwise clean backgrounds, supplied as URLs.
promptoptional
Typestring
DefaultAdd Background forest
Background-addition instruction in the required form: 'Add Background' followed by a description of the desired background.
image_sizeoptional
Typeobject
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
Output sizing override; leaving it unspecified preserves the dimensions of the input image.
guidance_scaleoptional
Typenumber
Default2.5
0 – 20
Prompt adherence control using a CFG scale, where CFG stands for Classifier Free Guidance.
num_inference_stepsoptional
Typeinteger
Default40
4 – 50
Count of inference steps to run.
accelerationoptional
Typeenum
Defaultregular
noneregular
Image generation acceleration setting. Choose 'regular' for a balance between speed and quality.
seedoptional
Typeinteger | null
Random generation seed that allows a result to be reproduced by keeping both the prompt and seed unchanged.
enable_safety_checkeroptional
Typeboolean
Defaulttrue
Generated-image safety-check toggle, which only authorized accounts may disable. Checks remain mandatory for requests without authorization.
output_formatoptional
Typeenum
Defaultpng
pngjpegwebp
Format for the resulting image.
num_imagesoptional num_outputs
Typeinteger
Default1
1 – 4
Count of images to produce.
lora_scaleoptional
Typenumber
Default1
0 – 2
Intensity of the background addition effect.
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": "flux-2-lora-gallery/add-background",
  "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": 21,
    "usd": "0.021",
    "charged": 21,
    "refunded": 0
  },
  "input": {
    "image_urls": [
      "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
    ]
  },
  "output": {
    "images": [
      {
        "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,
    "prompt": "string"
  },
  "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
images
array of object {url, content_type, file_name, file_size, width, height}Output images containing the added background.
seed
integerSeed value used during generation.
prompt
stringPrompt that was used during generation.

More models: Image Editing

For AI agents: this page as Markdown is at https://doitong.com/developers/models/flux-2-lora-gallery/add-background.md. All models and guides: https://doitong.com/developers/llms.txt