MediaPipe Face Mesh

September 25, 2020

MediaPipe Face Mesh is a face masking model built on dense facial landmark topology. It produces black-and-white masks with more contour awareness than simple bounding-box detectors, making it useful for precision face inpainting, facial retouching, and detail enhancement pipelines.

face-mask

Roller Derby Archive Face Mask$0.0006~4s

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:35@8',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/7269eff5-7a02-45b7-b73d-3e081443fb9f.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@8",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/7269eff5-7a02-45b7-b73d-3e081443fb9f.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": "f967289d-7854-48d1-a46e-639dd4d42c12",
      "model": "runware:35@8",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/7269eff5-7a02-45b7-b73d-3e081443fb9f.jpg"
      }
    }
  ]'

runware run runware:35@8 \
  inputs.image=https://assets.runware.ai/assets/inputs/7269eff5-7a02-45b7-b73d-3e081443fb9f.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "f967289d-7854-48d1-a46e-639dd4d42c12",
  "model": "runware:35@8",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/7269eff5-7a02-45b7-b73d-3e081443fb9f.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "f967289d-7854-48d1-a46e-639dd4d42c12",
  "maskImageURL": "https://im.runware.ai/image/os/a02d21/ws/4/ii/b1d1bf95-4a2b-413c-8efe-3f96106f0c84.jpg",
  "cost": 0.0006,
  "maskImageUUID": "b1d1bf95-4a2b-413c-8efe-3f96106f0c84"
}

face-mask

Opera Key Art Face Holdout$0.0013~5s

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:35@8',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/2fc4db43-d71f-43b2-a661-9fe0fede97ba.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@8",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/2fc4db43-d71f-43b2-a661-9fe0fede97ba.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": "84011664-8da9-4a53-ae2b-c317add478b7",
      "model": "runware:35@8",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/2fc4db43-d71f-43b2-a661-9fe0fede97ba.jpg"
      }
    }
  ]'

runware run runware:35@8 \
  inputs.image=https://assets.runware.ai/assets/inputs/2fc4db43-d71f-43b2-a661-9fe0fede97ba.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "84011664-8da9-4a53-ae2b-c317add478b7",
  "model": "runware:35@8",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/2fc4db43-d71f-43b2-a661-9fe0fede97ba.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "84011664-8da9-4a53-ae2b-c317add478b7",
  "maskImageURL": "https://im.runware.ai/image/os/a04d20/ws/4/ii/cdc3a82f-33e6-40b7-8e02-7e9e85bbf744.jpg",
  "cost": 0.0013,
  "maskImageUUID": "cdc3a82f-33e6-40b7-8e02-7e9e85bbf744"
}

face-mask

Emergency Interpreter Composite Face Mask$0.0006~4s

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:35@8',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/f2777ffe-2e14-4545-8bb9-d9e931887920.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@8",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/f2777ffe-2e14-4545-8bb9-d9e931887920.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": "29999a28-ad96-4fda-b680-5789e420531e",
      "model": "runware:35@8",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/f2777ffe-2e14-4545-8bb9-d9e931887920.jpg"
      }
    }
  ]'

runware run runware:35@8 \
  inputs.image=https://assets.runware.ai/assets/inputs/f2777ffe-2e14-4545-8bb9-d9e931887920.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "29999a28-ad96-4fda-b680-5789e420531e",
  "model": "runware:35@8",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/f2777ffe-2e14-4545-8bb9-d9e931887920.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "29999a28-ad96-4fda-b680-5789e420531e",
  "maskImageURL": "https://im.runware.ai/image/os/a02d21/ws/4/ii/de4f0d53-1e4f-4ebf-9794-a7064d2057a1.jpg",
  "cost": 0.0006,
  "maskImageUUID": "de4f0d53-1e4f-4ebf-9794-a7064d2057a1"
}

face-mask

Planetarium Director Headshot Retouch Mask$0.0006~4s

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:35@8',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/8c23b676-e151-420b-9c8b-acb00e619b96.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@8",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/8c23b676-e151-420b-9c8b-acb00e619b96.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": "0c5d0b0a-555f-4c16-9a42-4b245741977e",
      "model": "runware:35@8",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/8c23b676-e151-420b-9c8b-acb00e619b96.jpg"
      }
    }
  ]'

runware run runware:35@8 \
  inputs.image=https://assets.runware.ai/assets/inputs/8c23b676-e151-420b-9c8b-acb00e619b96.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "0c5d0b0a-555f-4c16-9a42-4b245741977e",
  "model": "runware:35@8",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/8c23b676-e151-420b-9c8b-acb00e619b96.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "0c5d0b0a-555f-4c16-9a42-4b245741977e",
  "maskImageURL": "https://im.runware.ai/image/os/a10dlim3/ws/4/ii/af3f1ce9-71dc-4bac-a02f-dd07216469e4.jpg",
  "cost": 0.0006,
  "maskImageUUID": "af3f1ce9-71dc-4bac-a02f-dd07216469e4"
}