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Flux 2 Lora Gallery · Add Background

Integrar

ID dal model 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://vit.doitong.com/api/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://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Questa dumonda: ≈$0,021 21 credits API Lantschar sin questa pagina

Obtegna ina clav API
Black Forest Labs · Maletg

Tes emprim resultat vegn qua

Construis ina dumonda sutvart e l'exequescha cun tia clav API. Outputs vegnan copiads en nossa memorisaziun, conservads per adina u 7 dis gratuitamain.

Construir ina dumonda

Ils controls vegnan generads dal schema dal model. Il code e ​​il pretsch s'actualiseschan durant che ti als midas.

standard Add Background forest

Instrucziun per agiuntar il fund en la furma necessaria: 'Add Background' suandà d'ina descripziun dal fund giavischà.

•obligatori image_urls
Trametta in datoteca u

Maletgs cun fund alv u autramain net, furnids sco URLs.

image_size

Surpigliada da la grondezza da l'output; sch'ella na vegn betg specifitgada, las dimensiuns dal maletg d'input vegnan mantegnidas.

num_images standard 1

Dumber da maletgs da producir.

Avanzà acceleration · output_format · guidance_scale · num_inference_steps · lora_scale · seed · enable_safety_checker
acceleration standard regular

Configuraziun da l'acceleraziun da la generaziun da maletgs. Tscherna 'regular' per in equiliber tranter sveltezza e qualitad.

output_format standard png

Format dal maletg resultà.

standard 2.5

Controlla da l'aderenza al prompt cun ina scala CFG, nua che CFG signifitga Classifier Free Guidance.

standard 40

Dumber da pass d'inferenzia da manar a fin.

standard 1

Intensitad da l'effect d'agiunta dal fund.

Seed casual da generaziun che permetta da reproducir in resultat cun mantegnair il prompt ed il seed invariads.

POST /run/flux-2-lora-gallery/add-background?wait=20 calculaziun → $0,021
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://vit.doitong.com/api/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://vit.doitong.com/api/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

Executar questa dumonda

Tia clav resta en quest browser: ella vegn tramessa mo al Doitong API e memorisada (localStorage) mo sch'ella scheccas Tiar a memoria. Obtegnair ina clav API

Davart Flux 2 Lora Gallery · Add Background

Editur basà sin LoRA per maletgs cun fund alv u net. Il `prompt` sto cumenzar cun 'Add Background' suandà da la scena giavischada, sco ina guaud. `lora_scale` (0 fin 2) definescha la fermezza da l’effect, e `guidance_scale` e `num_inference_steps` (4 fin 50) reglan il sampling. Po returnar fin a 4 maletgs.

Parameters

Invia u il num canonic u il num nativ, betg omaduas. Nums canonics

NumTip StandardPermess Descripziun
image_urlsobligatori images
Tipurl[] · image
Maletgs cun fund alv u autramain net, furnids sco URLs.
promptopziunal
Tipstring
StandardAdd Background forest
Instrucziun per agiuntar il fund en la furma necessaria: 'Add Background' suandà d'ina descripziun dal fund giavischà.
image_sizeopziunal
Tipobject
square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9
Surpigliada da la grondezza da l'output; sch'ella na vegn betg specifitgada, las dimensiuns dal maletg d'input vegnan mantegnidas.
guidance_scaleopziunal
Tipnumber
Standard2.5
0 – 20
Controlla da l'aderenza al prompt cun ina scala CFG, nua che CFG signifitga Classifier Free Guidance.
num_inference_stepsopziunal
Tipinteger
Standard40
4 – 50
Dumber da pass d'inferenzia da manar a fin.
accelerationopziunal
Tipenum
Standardregular
noneregular
Configuraziun da l'acceleraziun da la generaziun da maletgs. Tscherna 'regular' per in equiliber tranter sveltezza e qualitad.
seedopziunal
Tipinteger | null
Seed casual da generaziun che permetta da reproducir in resultat cun mantegnair il prompt ed il seed invariads.
enable_safety_checkeropziunal
Tipboolean
Standardtrue
Activaziun da la controlla da segirezza dal maletg generà, che mo contos autorisads pon deactivar. Las controllas restan obligatoricas per dumondas senza autorisaziun.
output_formatopziunal
Tipenum
Standardpng
pngjpegwebp
Format dal maletg resultà.
num_imagesopziunal num_outputs
Tipinteger
Standard1
1 – 4
Dumber da maletgs da producir.
lora_scaleopziunal
Tipnumber
Standard1
0 – 2
Intensitad da l'effect d'agiunta dal fund.
obligatori Num canonic, er acceptà

Ils parameters da datotecas acceptan ina URL publica https://, ina URI data: fin a 10 MB u il file_url d'ina chargiada. Datotecas

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://vit.doitong.com/api/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://vit.doitong.com/api/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
Tias datotecas, tia decisiunMintga outputs[].url è ina copia en nossa memorisaziun: conservada per adina (pajà per GB-mes) u 7 dis gratuitamain, tenor la configuraziun dal conto u ?storage=.
La medema structura per mintga modeltype, url, content_type, width, height e duration, tant per maletgs sco per video e audio. output è l'object da resultat dal model sez.
Champs da l'output
images
array of object {url, content_type, file_name, file_size, width, height}Maletgs d'output cun il fund agiuntà.
seed
integerValur seed utilisada durant la generaziun.
prompt
stringPrompt utilisà durant la generaziun.

Dapli models: Modificaziun da maletgs

Per agents AI: questa pagina sco Markdown è disponibla sut https://doitong.com/rm/developers/models/flux-2-lora-gallery/add-background.md. Tut ils models e las guidas: https://doitong.com/developers/llms.txt