live

MODEL IDrunware:112@1

BiRefNet v1 Base

January 7, 2024

BiRefNet v1 Base is the core model of the BiRefNet family, designed for dichotomous image segmentation. It produces clean foreground–background masks with strong boundary precision by leveraging bilateral reference cues that preserve spatial structure and object integrity across diverse scenes.

remove-background

Lighthouse Keeper Portrait Repair$0.0006~7s

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/d6dab857-59f2-4358-907e-9e50704aab1a.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/d6dab857-59f2-4358-907e-9e50704aab1a.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": "133f6843-7f6f-435e-aa23-7289bddf1932",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/d6dab857-59f2-4358-907e-9e50704aab1a.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/d6dab857-59f2-4358-907e-9e50704aab1a.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "133f6843-7f6f-435e-aa23-7289bddf1932",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/d6dab857-59f2-4358-907e-9e50704aab1a.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "133f6843-7f6f-435e-aa23-7289bddf1932",
  "imageUUID": "9105e588-8b3a-48e3-aa39-397296df1f2e",
  "imageURL": "https://im.runware.ai/image/os/a10dlim3/ws/5/ii/9105e588-8b3a-48e3-aa39-397296df1f2e.png",
  "cost": 0.0006,
  "inputImageUUID": "3e713c2b-6139-42f7-bff2-9a18b122c8d3"
}

remove-background

Winter Carnival Horse Relight Cutout$0.0006~6s

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/27ad5f26-33b9-4249-a0c6-af8b32cee3ed.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/27ad5f26-33b9-4249-a0c6-af8b32cee3ed.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": "79fa6054-0fa9-4e35-b13a-b235a48b74c7",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/27ad5f26-33b9-4249-a0c6-af8b32cee3ed.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/27ad5f26-33b9-4249-a0c6-af8b32cee3ed.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "79fa6054-0fa9-4e35-b13a-b235a48b74c7",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/27ad5f26-33b9-4249-a0c6-af8b32cee3ed.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "79fa6054-0fa9-4e35-b13a-b235a48b74c7",
  "imageUUID": "6e100e28-480d-488b-bd00-31dc124f791b",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/5/ii/6e100e28-480d-488b-bd00-31dc124f791b.png",
  "cost": 0.0006,
  "inputImageUUID": "a2a940ad-da74-4253-ade5-5c593fda8bc0"
}

remove-background

Winter Lights Topiary Cutout$0.0006~6s

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/489076d0-fd2f-4610-8d10-87f8a206c950.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/489076d0-fd2f-4610-8d10-87f8a206c950.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": "ecb11e04-5581-42e4-b018-46096dcb7a63",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/489076d0-fd2f-4610-8d10-87f8a206c950.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/489076d0-fd2f-4610-8d10-87f8a206c950.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "ecb11e04-5581-42e4-b018-46096dcb7a63",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/489076d0-fd2f-4610-8d10-87f8a206c950.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "ecb11e04-5581-42e4-b018-46096dcb7a63",
  "imageUUID": "452bc5b5-703a-4c07-8b3a-c38f7e9fbcab",
  "imageURL": "https://im.runware.ai/image/os/a10dlim3/ws/5/ii/452bc5b5-703a-4c07-8b3a-c38f7e9fbcab.png",
  "cost": 0.0006,
  "inputImageUUID": "1c90d4d3-2fd3-4dbd-8e93-9d6e175d9027"
}

remove-background

Glass Condenser Catalog Cutout$0.0006~6s

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/7cb6cd05-bc5c-4fc4-ab07-75edff189f31.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/7cb6cd05-bc5c-4fc4-ab07-75edff189f31.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": "d71bce06-4714-4cc6-8da8-cc4891e5104d",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/7cb6cd05-bc5c-4fc4-ab07-75edff189f31.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/7cb6cd05-bc5c-4fc4-ab07-75edff189f31.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "d71bce06-4714-4cc6-8da8-cc4891e5104d",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/7cb6cd05-bc5c-4fc4-ab07-75edff189f31.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "d71bce06-4714-4cc6-8da8-cc4891e5104d",
  "imageUUID": "c0a18830-90ab-43ef-8d49-f11abf12c430",
  "imageURL": "https://im.runware.ai/image/os/a09dlim3/ws/5/ii/c0a18830-90ab-43ef-8d49-f11abf12c430.png",
  "cost": 0.0006,
  "inputImageUUID": "9f9b5a11-6c92-458e-a7b0-6d813dfcad25"
}

Ornate Masquerade Feathered Headpiece

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/b1a19a69-7506-432d-a720-a6e6eccd3ce3.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/b1a19a69-7506-432d-a720-a6e6eccd3ce3.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": "3af04188-f83c-4650-87c0-40afe13e8e07",
      "outputFormat": "PNG",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/b1a19a69-7506-432d-a720-a6e6eccd3ce3.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  outputFormat=PNG \
  inputs.image=https://assets.runware.ai/assets/inputs/b1a19a69-7506-432d-a720-a6e6eccd3ce3.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "3af04188-f83c-4650-87c0-40afe13e8e07",
  "outputFormat": "PNG",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/b1a19a69-7506-432d-a720-a6e6eccd3ce3.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "3af04188-f83c-4650-87c0-40afe13e8e07",
  "imageUUID": "94ec8d0e-c30f-40c7-b479-d8ca719f44fd",
  "imageURL": "https://im.runware.ai/image/os/a21d05/ws/4/ii/94ec8d0e-c30f-40c7-b479-d8ca719f44fd.png",
  "cost": 0.0006,
  "inputImageUUID": "5018a301-4691-491a-a2d9-9179b0574cb2"
}

Dewy Mushroom Cluster Cutout

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/58c85004-6b03-4323-a784-9a41e90d74f5.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/58c85004-6b03-4323-a784-9a41e90d74f5.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": "978ac604-6afd-4d69-b183-f6646a038a5b",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/58c85004-6b03-4323-a784-9a41e90d74f5.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  inputs.image=https://assets.runware.ai/assets/inputs/58c85004-6b03-4323-a784-9a41e90d74f5.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "978ac604-6afd-4d69-b183-f6646a038a5b",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/58c85004-6b03-4323-a784-9a41e90d74f5.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "978ac604-6afd-4d69-b183-f6646a038a5b",
  "imageUUID": "898efe02-a2cb-4bb6-a039-73c957783355",
  "imageURL": "https://im.runware.ai/image/os/a04d20/ws/5/ii/898efe02-a2cb-4bb6-a039-73c957783355.png",
  "cost": 0.0006,
  "inputImageUUID": "0725e315-e9cb-488d-b5f9-61091394987c"
}

Weathered Toy Robot Cutout

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/6510bc3a-41e3-4461-a0e3-59f1240b6522.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/6510bc3a-41e3-4461-a0e3-59f1240b6522.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": "e49aa691-12d5-4e74-881b-1df23bc77a47",
      "outputFormat": "PNG",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/6510bc3a-41e3-4461-a0e3-59f1240b6522.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  outputFormat=PNG \
  inputs.image=https://assets.runware.ai/assets/inputs/6510bc3a-41e3-4461-a0e3-59f1240b6522.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "e49aa691-12d5-4e74-881b-1df23bc77a47",
  "outputFormat": "PNG",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/6510bc3a-41e3-4461-a0e3-59f1240b6522.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "e49aa691-12d5-4e74-881b-1df23bc77a47",
  "imageUUID": "890f9d50-8614-4259-a01e-b77a08364bcb",
  "imageURL": "https://im.runware.ai/image/os/a15d18/ws/4/ii/890f9d50-8614-4259-a01e-b77a08364bcb.png",
  "cost": 0.0006,
  "inputImageUUID": "4a41ffb3-d730-41eb-914a-2cd702ce2361"
}

Antique Violin Velvet Case

Try in Playground

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@1',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/38451971-8f48-4d3a-b6ff-f75599c739a8.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@1",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/38451971-8f48-4d3a-b6ff-f75599c739a8.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": "c541d870-b291-4cc7-864e-a83064d91c5d",
      "outputFormat": "PNG",
      "model": "runware:112@1",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/38451971-8f48-4d3a-b6ff-f75599c739a8.jpg"
      }
    }
  ]'

runware run runware:112@1 \
  outputFormat=PNG \
  inputs.image=https://assets.runware.ai/assets/inputs/38451971-8f48-4d3a-b6ff-f75599c739a8.jpg

{
  "taskType": "removeBackground",
  "taskUUID": "c541d870-b291-4cc7-864e-a83064d91c5d",
  "outputFormat": "PNG",
  "model": "runware:112@1",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/38451971-8f48-4d3a-b6ff-f75599c739a8.jpg"
  }
}

Response

{
  "taskType": "imageBackgroundRemoval",
  "taskUUID": "c541d870-b291-4cc7-864e-a83064d91c5d",
  "imageUUID": "3580be88-4e6d-4696-964d-75d6962cfa72",
  "imageURL": "https://im.runware.ai/image/os/a21d05/ws/4/ii/3580be88-4e6d-4696-964d-75d6962cfa72.png",
  "cost": 0.0006,
  "inputImageUUID": "b27998e7-183e-40c4-b1ca-7983a5e2a3fc"
}