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MODEL IDrunware:112@3
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BiRefNet Dis

BiRefNet Dis focuses on binary object segmentation tasks where clear separation between subject and background is required. The model emphasizes structural consistency and minimizes foreground leakage through dual reference guidance.

BiRefNet Dis
remove-background

Twilight Balloon Relighting Cutout

Twilight Balloon Relighting Cutout
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/fc2b0964-aaee-4c4d-be74-839fe5ba5f2c.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/fc2b0964-aaee-4c4d-be74-839fe5ba5f2c.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "8f72678d-4476-4474-bc3a-f598c420f2de",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/fc2b0964-aaee-4c4d-be74-839fe5ba5f2c.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  inputs.image=https://assets.runware.ai/assets/inputs/fc2b0964-aaee-4c4d-be74-839fe5ba5f2c.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "8f72678d-4476-4474-bc3a-f598c420f2de",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/fc2b0964-aaee-4c4d-be74-839fe5ba5f2c.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "8f72678d-4476-4474-bc3a-f598c420f2de",
  "imageUUID": "3531dd6b-3d19-4460-bdc8-a00ef8f5cb6f",
  "imageURL": "https://im.runware.ai/image/os/a04d20/ws/5/ii/3531dd6b-3d19-4460-bdc8-a00ef8f5cb6f.png",
  "cost": 0.0006,
  "inputImageUUID": "d2b1fa1d-5d0d-41ea-82a9-5f58df995ecd"
}
remove-background

Panoramic Ballet Campaign Expansion

Panoramic Ballet Campaign Expansion
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/16974dc8-26dc-4017-a302-951d74eef482.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/16974dc8-26dc-4017-a302-951d74eef482.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "cffbdcbd-bb1e-48ac-b132-03b6a24216b2",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/16974dc8-26dc-4017-a302-951d74eef482.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  inputs.image=https://assets.runware.ai/assets/inputs/16974dc8-26dc-4017-a302-951d74eef482.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "cffbdcbd-bb1e-48ac-b132-03b6a24216b2",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/16974dc8-26dc-4017-a302-951d74eef482.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "cffbdcbd-bb1e-48ac-b132-03b6a24216b2",
  "imageUUID": "12ad4782-06ed-4ae5-a2ca-15cc45dce313",
  "imageURL": "https://im.runware.ai/image/os/a09dlim3/ws/5/ii/12ad4782-06ed-4ae5-a2ca-15cc45dce313.png",
  "cost": 0.0006,
  "inputImageUUID": "33aba2d9-80d3-4050-a5de-3b40a0b88743"
}
remove-background

Chainmail Coif Virtual Try-On Cutout

Chainmail Coif Virtual Try-On Cutout
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/00348e57-7968-4459-bcbd-cd802af71d39.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/00348e57-7968-4459-bcbd-cd802af71d39.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "7ef88ab9-1183-4a5e-ad7d-a9e4246f0a35",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/00348e57-7968-4459-bcbd-cd802af71d39.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  inputs.image=https://assets.runware.ai/assets/inputs/00348e57-7968-4459-bcbd-cd802af71d39.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "7ef88ab9-1183-4a5e-ad7d-a9e4246f0a35",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/00348e57-7968-4459-bcbd-cd802af71d39.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "7ef88ab9-1183-4a5e-ad7d-a9e4246f0a35",
  "imageUUID": "90ff5196-8df3-40a2-86c2-a242d2a7fdfd",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/5/ii/90ff5196-8df3-40a2-86c2-a242d2a7fdfd.png",
  "cost": 0.0006,
  "inputImageUUID": "db46e345-8dfa-4c40-b1ca-e488d401f21d"
}
remove-background

Resort Parasol Colorway Cutout

Resort Parasol Colorway Cutout
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/bf9620f2-539b-4707-bfe2-0d93601f84e1.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/bf9620f2-539b-4707-bfe2-0d93601f84e1.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "18caffb8-60a3-4fd6-a333-4c39377cc3de",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/bf9620f2-539b-4707-bfe2-0d93601f84e1.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  inputs.image=https://assets.runware.ai/assets/inputs/bf9620f2-539b-4707-bfe2-0d93601f84e1.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "18caffb8-60a3-4fd6-a333-4c39377cc3de",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/bf9620f2-539b-4707-bfe2-0d93601f84e1.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "18caffb8-60a3-4fd6-a333-4c39377cc3de",
  "imageUUID": "4ce4b510-1b13-4d64-8edd-34710d7ea4de",
  "imageURL": "https://im.runware.ai/image/os/a09dlim3/ws/5/ii/4ce4b510-1b13-4d64-8edd-34710d7ea4de.png",
  "cost": 0.0006,
  "inputImageUUID": "62da80ee-aa08-459e-96a9-dc6293bbe68f"
}
Remove Background

Speckled Quail Egg Cluster

Speckled Quail Egg Cluster
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/86dff1ae-c390-45e7-a449-a50ef1c0e8af.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/86dff1ae-c390-45e7-a449-a50ef1c0e8af.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "60a87ceb-63cc-4183-aa67-3a7b8bb97b45",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/86dff1ae-c390-45e7-a449-a50ef1c0e8af.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  inputs.image=https://assets.runware.ai/assets/inputs/86dff1ae-c390-45e7-a449-a50ef1c0e8af.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "60a87ceb-63cc-4183-aa67-3a7b8bb97b45",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/86dff1ae-c390-45e7-a449-a50ef1c0e8af.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "60a87ceb-63cc-4183-aa67-3a7b8bb97b45",
  "imageUUID": "ace2d804-91a1-4be6-9458-8a02540749c8",
  "imageURL": "https://im.runware.ai/image/os/a03d21/ws/5/ii/ace2d804-91a1-4be6-9458-8a02540749c8.png",
  "cost": 0.0006,
  "inputImageUUID": "2ed6de7c-e0fd-484b-8d49-e7b2daa2f982"
}
Remove Background

Vintage Violin on Velvet

Vintage Violin on Velvet
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  outputFormat: 'PNG',
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/feb81715-8bec-420d-9fb2-c35051ac30e7.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "outputFormat": "PNG",
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/feb81715-8bec-420d-9fb2-c35051ac30e7.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "e7ec9ad7-b62a-4dd1-a2bf-b219c82f772c",
      "outputFormat": "PNG",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/feb81715-8bec-420d-9fb2-c35051ac30e7.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  outputFormat=PNG \
  inputs.image=https://assets.runware.ai/assets/inputs/feb81715-8bec-420d-9fb2-c35051ac30e7.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "e7ec9ad7-b62a-4dd1-a2bf-b219c82f772c",
  "outputFormat": "PNG",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/feb81715-8bec-420d-9fb2-c35051ac30e7.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "e7ec9ad7-b62a-4dd1-a2bf-b219c82f772c",
  "imageUUID": "f9c16b5e-70e1-4d6f-8ddf-e06a2b20cce1",
  "imageURL": "https://im.runware.ai/image/os/a07d11/ws/4/ii/f9c16b5e-70e1-4d6f-8ddf-e06a2b20cce1.png",
  "cost": 0.0006,
  "inputImageUUID": "74e96891-abec-43f6-a623-a1f84cd761cc"
}
Remove Background

Ceramic Teapot on Checkered Cloth

Ceramic Teapot on Checkered Cloth
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/38dc83c7-1755-4688-89ec-c7dd523346cc.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/38dc83c7-1755-4688-89ec-c7dd523346cc.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "d4387b0a-fbcd-496a-a8bb-53c0caf13c80",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/38dc83c7-1755-4688-89ec-c7dd523346cc.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  inputs.image=https://assets.runware.ai/assets/inputs/38dc83c7-1755-4688-89ec-c7dd523346cc.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "d4387b0a-fbcd-496a-a8bb-53c0caf13c80",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/38dc83c7-1755-4688-89ec-c7dd523346cc.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "d4387b0a-fbcd-496a-a8bb-53c0caf13c80",
  "imageUUID": "4740f198-adf2-4c66-bca8-6948aef3a927",
  "imageURL": "https://im.runware.ai/image/os/a07dlim3/ws/5/ii/4740f198-adf2-4c66-bca8-6948aef3a927.png",
  "cost": 0.0006,
  "inputImageUUID": "26ca3c33-000c-4804-885d-48c437e513d7"
}
Remove Background

Antique Violin on Velvet

Antique Violin on Velvet
import { createClient } from '@runware/sdk'

const client = await createClient({ apiKey: process.env.RUNWARE_API_KEY })
await client.connect()

const [result] = await client.run({
  outputFormat: 'PNG',
  model: 'runware:112@3',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/a5a86919-d2d7-4cca-aabd-d0c27d2ab0eb.jpg'
  }
})
import asyncio
import os

from runware import Runware


async def main():
    async with Runware(api_key=os.environ["RUNWARE_API_KEY"]) as client:
        results = await client.run({
            "outputFormat": "PNG",
            "model": "runware:112@3",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/a5a86919-d2d7-4cca-aabd-d0c27d2ab0eb.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "removeBackground",
      "taskUUID": "c3628f4b-39e2-4d58-9e8f-f923e677b652",
      "outputFormat": "PNG",
      "model": "runware:112@3",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/a5a86919-d2d7-4cca-aabd-d0c27d2ab0eb.jpg"
      }
    }
  ]'
runware run runware:112@3 \
  outputFormat=PNG \
  inputs.image=https://assets.runware.ai/assets/inputs/a5a86919-d2d7-4cca-aabd-d0c27d2ab0eb.jpg
{
  "taskType": "removeBackground",
  "taskUUID": "c3628f4b-39e2-4d58-9e8f-f923e677b652",
  "outputFormat": "PNG",
  "model": "runware:112@3",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/a5a86919-d2d7-4cca-aabd-d0c27d2ab0eb.jpg"
  }
}
Response
{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "c3628f4b-39e2-4d58-9e8f-f923e677b652",
  "imageUUID": "960301f2-cba9-4b96-88e4-d823d58e4f11",
  "imageURL": "https://im.runware.ai/image/os/a15d18/ws/4/ii/960301f2-cba9-4b96-88e4-d823d58e4f11.png",
  "cost": 0.0006,
  "inputImageUUID": "8cb2a5a0-0fb2-484e-998f-5a2585d886a9"
}
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