MediaPipe Face Full

July 11, 2019

MediaPipe Face Full is an image masking model for realistic face detection using the full-range MediaPipe face detector. It generates black-and-white masks around detected faces and is useful when the subject may appear farther from the camera or occupy a smaller portion of the frame.

Mask

Stadium Groundskeeper Field Check

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:35@6',
  settings: {
    confidence: 0.45,
    maxDetections: 1,
    maskPadding: 18,
    maskBlur: 6
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/e6885f95-014f-41ff-923e-305306a3f12b.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:35@6",
            "settings": {
                "confidence": 0.45,
                "maxDetections": 1,
                "maskPadding": 18,
                "maskBlur": 6
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/e6885f95-014f-41ff-923e-305306a3f12b.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageMasking",
      "taskUUID": "677dd84d-582f-45df-b12b-e99a3954dddf",
      "model": "runware:35@6",
      "settings": {
        "confidence": 0.45,
        "maxDetections": 1,
        "maskPadding": 18,
        "maskBlur": 6
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/e6885f95-014f-41ff-923e-305306a3f12b.jpg"
      }
    }
  ]'

runware run runware:35@6 \
  settings.confidence=0.45 \
  settings.maxDetections=1 \
  settings.maskPadding=18 \
  settings.maskBlur=6 \
  inputs.image=https://assets.runware.ai/assets/inputs/e6885f95-014f-41ff-923e-305306a3f12b.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "677dd84d-582f-45df-b12b-e99a3954dddf",
  "model": "runware:35@6",
  "settings": {
    "confidence": 0.45,
    "maxDetections": 1,
    "maskPadding": 18,
    "maskBlur": 6
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/e6885f95-014f-41ff-923e-305306a3f12b.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "677dd84d-582f-45df-b12b-e99a3954dddf",
  "maskImageURL": "https://im.runware.ai/image/os/a09dlim3/ws/4/ii/422fa32e-30db-421b-8fe5-26016a76391f.jpg",
  "cost": 0.0006,
  "maskImageUUID": "422fa32e-30db-421b-8fe5-26016a76391f"
}

Mask

Dawn Train Platform Worker

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:35@6',
  settings: {
    confidence: 0.45,
    maxDetections: 1,
    maskPadding: 18,
    maskBlur: 6
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/22be4b63-2c1c-4020-945a-f4ceb9995f33.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:35@6",
            "settings": {
                "confidence": 0.45,
                "maxDetections": 1,
                "maskPadding": 18,
                "maskBlur": 6
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/22be4b63-2c1c-4020-945a-f4ceb9995f33.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageMasking",
      "taskUUID": "e38c6d32-09cb-43ae-a360-f924c5e62e61",
      "model": "runware:35@6",
      "settings": {
        "confidence": 0.45,
        "maxDetections": 1,
        "maskPadding": 18,
        "maskBlur": 6
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/22be4b63-2c1c-4020-945a-f4ceb9995f33.jpg"
      }
    }
  ]'

runware run runware:35@6 \
  settings.confidence=0.45 \
  settings.maxDetections=1 \
  settings.maskPadding=18 \
  settings.maskBlur=6 \
  inputs.image=https://assets.runware.ai/assets/inputs/22be4b63-2c1c-4020-945a-f4ceb9995f33.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "e38c6d32-09cb-43ae-a360-f924c5e62e61",
  "model": "runware:35@6",
  "settings": {
    "confidence": 0.45,
    "maxDetections": 1,
    "maskPadding": 18,
    "maskBlur": 6
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/22be4b63-2c1c-4020-945a-f4ceb9995f33.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "e38c6d32-09cb-43ae-a360-f924c5e62e61",
  "maskImageURL": "https://im.runware.ai/image/os/a07dlim3/ws/4/ii/ba09fad3-b2ed-4418-a4af-b2646da66bed.jpg",
  "cost": 0.0006,
  "maskImageUUID": "ba09fad3-b2ed-4418-a4af-b2646da66bed"
}

Mask

Wide Ferry Deck Commuter

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:35@6',
  settings: {
    confidence: 0.45,
    maxDetections: 5,
    maskPadding: 18,
    maskBlur: 6
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/4dbe810a-05e3-4a3e-891d-22e25bd22658.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:35@6",
            "settings": {
                "confidence": 0.45,
                "maxDetections": 5,
                "maskPadding": 18,
                "maskBlur": 6
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/4dbe810a-05e3-4a3e-891d-22e25bd22658.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageMasking",
      "taskUUID": "d7ff9975-7645-4dd1-84aa-c3d07d93677b",
      "model": "runware:35@6",
      "settings": {
        "confidence": 0.45,
        "maxDetections": 5,
        "maskPadding": 18,
        "maskBlur": 6
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/4dbe810a-05e3-4a3e-891d-22e25bd22658.jpg"
      }
    }
  ]'

runware run runware:35@6 \
  settings.confidence=0.45 \
  settings.maxDetections=5 \
  settings.maskPadding=18 \
  settings.maskBlur=6 \
  inputs.image=https://assets.runware.ai/assets/inputs/4dbe810a-05e3-4a3e-891d-22e25bd22658.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "d7ff9975-7645-4dd1-84aa-c3d07d93677b",
  "model": "runware:35@6",
  "settings": {
    "confidence": 0.45,
    "maxDetections": 5,
    "maskPadding": 18,
    "maskBlur": 6
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/4dbe810a-05e3-4a3e-891d-22e25bd22658.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "d7ff9975-7645-4dd1-84aa-c3d07d93677b",
  "maskImageURL": "https://im.runware.ai/image/os/a03d21/ws/4/ii/1b47b995-c801-49d9-a7c9-8941eb6fd453.jpg",
  "cost": 0.0006,
  "maskImageUUID": "1b47b995-c801-49d9-a7c9-8941eb6fd453"
}

Mask

Corner Diner Farewell Snapshot

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:35@6',
  settings: {
    confidence: 0.45,
    maxDetections: 1,
    maskPadding: 18,
    maskBlur: 6
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/1676e1d6-8059-4068-80dc-712893647851.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:35@6",
            "settings": {
                "confidence": 0.45,
                "maxDetections": 1,
                "maskPadding": 18,
                "maskBlur": 6
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/1676e1d6-8059-4068-80dc-712893647851.jpg"
            }
        })


asyncio.run(main())

curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "imageMasking",
      "taskUUID": "ae9ed42f-6635-41dd-8631-d8f600aa3679",
      "model": "runware:35@6",
      "settings": {
        "confidence": 0.45,
        "maxDetections": 1,
        "maskPadding": 18,
        "maskBlur": 6
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/1676e1d6-8059-4068-80dc-712893647851.jpg"
      }
    }
  ]'

runware run runware:35@6 \
  settings.confidence=0.45 \
  settings.maxDetections=1 \
  settings.maskPadding=18 \
  settings.maskBlur=6 \
  inputs.image=https://assets.runware.ai/assets/inputs/1676e1d6-8059-4068-80dc-712893647851.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "ae9ed42f-6635-41dd-8631-d8f600aa3679",
  "model": "runware:35@6",
  "settings": {
    "confidence": 0.45,
    "maxDetections": 1,
    "maskPadding": 18,
    "maskBlur": 6
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/1676e1d6-8059-4068-80dc-712893647851.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "ae9ed42f-6635-41dd-8631-d8f600aa3679",
  "maskImageURL": "https://im.runware.ai/image/os/a09dlim3/ws/4/ii/77c1863d-eaf2-4e68-a7e5-5e65e48ec166.jpg",
  "cost": 0.0006,
  "maskImageUUID": "77c1863d-eaf2-4e68-a7e5-5e65e48ec166"
}