Qwen Image Edit Plus Lora Gallery · Add Background

Unganisha

Kitambulisho cha modeli qwen-image-edit-plus-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.ru/v1/run/qwen-image-edit-plus-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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

const API = "https://api.doitong.ru/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/qwen-image-edit-plus-lora-gallery/add-background?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "images": [
      "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.ru/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "images": [
        "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/qwen-image-edit-plus-lora-gallery/add-background", 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/sw/developers/docs/mcp)
claude mcp add --transport http doitong-models https://api.doitong.ru/v1/mcp \
  --header "Authorization: Bearer $DOITONG_API_KEY"

# 2. Your agent calls the "run" tool with:
{
  "model_id": "qwen-image-edit-plus-lora-gallery/add-background",
  "input": {
    "images": [
      "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
    ]
  }
}

Piga modeli ya Qwen Image Edit Plus Lora Gallery · Add Background (qwen-image-edit-plus-lora-gallery/add-background) kupitia Doitong API. Nyaraka za mawakala: https://doitong.com/sw/developers/models/qwen-image-edit-plus-lora-gallery/add-background.md

POST https://api.doitong.ru/v1/run/qwen-image-edit-plus-lora-gallery/add-background?wait=20
Authorization: Bearer $DOITONG_API_KEY
Content-Type: application/json

{
  "images": [
    "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  ]
}

Ikiwa hali ya jibu ni "queued" au "running", piga GET https://api.doitong.ru/v1/requests/REQUEST_ID?wait=20 mara kwa mara hadi iwe "succeeded"; faili ziko kwenye outputs[].url. POST https://api.doitong.ru/v1/quote/qwen-image-edit-plus-lora-gallery/add-background yenye mwili uleule hurejesha bei kamili kabla ya kuendesha.

Ombi hili: ≈$ 0.035 salio za API 35 · ≈ ₽ 3.77 Iendeshe kwenye ukurasa huu

Pata ufunguo wa API

Alibaba Uhariri wa Picha #stylized#transform

Huondoa mandharinyuma meupe kutoka kwa picha ya bidhaa na kuweka kitu hicho katika mandhari iliyozalishwa

OpenAPI Markdown

Alibaba · Picha

Tokeo lako la kwanza linaonekana hapa

Unda ombi hapa chini na uliendeshe kwa ufunguo wako wa API. Matokeo yanakiliwa kwenye hifadhi yetu, yakihifadhiwa milele au 7 siku bila malipo.

Unda ombi

Vidhibiti vinazalishwa kutoka kwenye schema ya modeli. Msimbo na bei husasishwa unapovibadilisha.

prompt chaguomsingi Remove white backgrou...

Mazingira mbadala ya mandharinyuma meupe ya kitu, yakielezwa kama tukio au mandhari inayotakiwa; modeli huondoa eneo jeupe na kuingiza mazingira hayo.

images •inahitajika image_urls

Dondosha faili, au

URL zinazotambulisha picha za kuhariri. Inapendekezwa kutumia picha yenye mandharinyuma meupe au safi.

image_size

Ubadilishaji wa vipimo vya tokeo; bila hivyo, picha inayozalishwa huchukua ukubwa wake kutoka kwa picha ya mwisho ya ingizo.

num_outputs num_images chaguomsingi 1

Idadi ya picha za kuzalisha.

Ya kina negative_prompt · acceleration · output_format · guidance_scale · num_inference_steps · lora_scale · seed · enable_safety_checker

negative_prompt chaguomsingi

Kidokezo hasi kinachotumika wakati wa uzalishaji.

acceleration chaguomsingi regular

Mpangilio wa kuongeza kasi ya uzalishaji wa picha. Chagua 'regular' kwa uwiano kati ya kasi na ubora.

output_format chaguomsingi png

Umbizo la picha inayotokana.

guidance_scale chaguomsingi 1

Udhibiti wa ufuasi wa kidokezo kwa kutumia scale ya CFG, ambapo CFG humaanisha Classifier Free Guidance.

num_inference_steps chaguomsingi 6

Idadi ya hatua za inference zitakazoendeshwa.

lora_scale chaguomsingi 1

Nguvu ya mchango wa LoRA, inayorekebishwa kwa kuongeza au kupunguza modeli ya LoRA.

seed

Seed ya nasibu ya uzalishaji inayowezesha matokeo kurudiwa kwa kuweka kidokezo na seed bila kubadilika.

POST /run/qwen-image-edit-plus-lora-gallery/add-background?wait=20 makadirio → $ 0.035

# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.ru/v1/run/qwen-image-edit-plus-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.ru/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"

const API = "https://api.doitong.ru/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/qwen-image-edit-plus-lora-gallery/add-background?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "images": [
      "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.ru/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "images": [
        "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/qwen-image-edit-plus-lora-gallery/add-background", 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": "qwen-image-edit-plus-lora-gallery/add-background",
      "input": {
        "images": [
          "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
        ]
      },
      "wait_seconds": 20
    }
  }
}

Endesha ombi hili

Ufunguo wa API

Key yako inabaki kwenye kivinjari hiki: inatumwa kwa Doitong API pekee na kuhifadhiwa (localStorage) tu ukiweka tiki kwenye Kumbuka. Kumbuka katika kivinjari hiki Pata ufunguo wa API

Kuhusu Qwen Image Edit Plus Lora Gallery · Add Background

LoRA iliyowekwa tayari ya kubadilisha mandharinyuma safi au meupe. Toa `image_urls` na ueleze mazingira unayotaka katika `prompt`. Chaguomsingi za hatua chache (hatua 6, `guidance_scale` 1) na `lora_scale` 0 hadi 4 huruhusu urekebishaji. Hadi picha 4 kwa ombi katika png, jpeg au webp.

Vigezo

Tuma jina rasmi au jina asilia, si yote mawili. Majina rasmi

JinaAina ChaguomsingiInaruhusiwa Maelezo

image_urlsinahitajika images

Ainaurl[] · image

URL zinazotambulisha picha za kuhariri. Inapendekezwa kutumia picha yenye mandharinyuma meupe au safi.

image_sizesi lazima

Ainaobject

square_hdsquareportrait_4_3portrait_16_9landscape_4_3landscape_16_9

Ubadilishaji wa vipimo vya tokeo; bila hivyo, picha inayozalishwa huchukua ukubwa wake kutoka kwa picha ya mwisho ya ingizo.

guidance_scalesi lazima

Ainanumber

Chaguomsingi1

0 – 20

Udhibiti wa ufuasi wa kidokezo kwa kutumia scale ya CFG, ambapo CFG humaanisha Classifier Free Guidance.

num_inference_stepssi lazima

Ainainteger

Chaguomsingi6

2 – 50

Idadi ya hatua za inference zitakazoendeshwa.

accelerationsi lazima

Ainaenum

Chaguomsingiregular

noneregular

Mpangilio wa kuongeza kasi ya uzalishaji wa picha. Chagua 'regular' kwa uwiano kati ya kasi na ubora.

negative_promptsi lazima

Ainastring

Chaguomsingi

Kidokezo hasi kinachotumika wakati wa uzalishaji.

seedsi lazima

Ainainteger | null

Seed ya nasibu ya uzalishaji inayowezesha matokeo kurudiwa kwa kuweka kidokezo na seed bila kubadilika.

enable_safety_checkersi lazima

Ainaboolean

Chaguomsingitrue

Kigeuza ukaguzi wa usalama wa picha zilizozalishwa, ambacho akaunti zilizoidhinishwa pekee zinaweza kuzima. Ukaguzi hubaki wa lazima kwa maombi yasiyo na idhini.

output_formatsi lazima

Ainaenum

Chaguomsingipng

pngjpegwebp

Umbizo la picha inayotokana.

num_imagessi lazima num_outputs

Ainainteger

Chaguomsingi1

1 – 4

Idadi ya picha za kuzalisha.

promptsi lazima

Ainastring

ChaguomsingiRemove white background and add a realistic scene behind the object

Mazingira mbadala ya mandharinyuma meupe ya kitu, yakielezwa kama tukio au mandhari inayotakiwa; modeli huondoa eneo jeupe na kuingiza mazingira hayo.

lora_scalesi lazima

Ainanumber

Chaguomsingi1

0 – 4

Nguvu ya mchango wa LoRA, inayorekebishwa kwa kuongeza au kupunguza modeli ya LoRA.

inahitajika Jina rasmi, pia linakubalika

Vigezo vya faili vinakubali URL ya umma ya https://, data: URI ya hadi 10 MB, au file_url ya upakiaji. Faili

Tokeo

GET /requests/req_8k2m4q7x1z9c3v5b6n0p2r4t

{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "qwen-image-edit-plus-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": 35,
    "usd": "0.035",
    "charged": 35,
    "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
  },
  "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.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.ru/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}

Faili zako, chaguo lakoKila outputs[].url ni nakala kwenye hifadhi yetu: huhifadhiwa milele (hutozwa kwa GB kwa mwezi) au 7 siku bila malipo, kulingana na mpangilio wa akaunti yako au ?storage=.

Muundo uleule kwenye kila modelitype, url, content_type, width, height na duration, kwa picha, video na sauti. output ni kitu cha matokeo cha modeli yenyewe.

Sehemu za tokeo

images: array of object {url, content_type, file_name, file_size, width, height}Picha zinazozalishwa kupitia uzalishaji au uhariri.
seed: integerThamani ya mbegu inayotumika wakati wa uzalishaji.

Miundo zaidi: Uhariri wa Picha

Kwa mawakala wa AI: ukurasa huu katika Markdown unapatikana kwenye https://doitong.com/sw/developers/models/qwen-image-edit-plus-lora-gallery/add-background.md. Modeli na miongozo yote: https://doitong.com/developers/llms.txt

Tokeo lako la kwanza linaonekana hapa

Unda ombi

Endesha ombi hili

Kuhusu Qwen Image Edit Plus Lora Gallery · Add Background

Vigezo

Tokeo

Tofauti nyingine za Qwen Image Edit Plus Lora Gallery

Miundo zaidi: Uhariri wa Picha