YOLOv8n Person Seg

January 10, 2023

YOLOv8n Person Seg is a lightweight person segmentation model that generates black-and-white masks for detected people in an image. It is useful for subject-isolated inpainting, person-targeted enhancement, and automated mask generation where speed and low compute cost matter.

person-mask

Theremin Composer Press Headshot$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@4',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/dac19cf6-ba68-4199-a211-35731cfd0eff.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@4",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/dac19cf6-ba68-4199-a211-35731cfd0eff.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": "97862cb2-dbc0-48b4-9ddf-c3a850b274c9",
      "model": "runware:35@4",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/dac19cf6-ba68-4199-a211-35731cfd0eff.jpg"
      }
    }
  ]'

runware run runware:35@4 \
  inputs.image=https://assets.runware.ai/assets/inputs/dac19cf6-ba68-4199-a211-35731cfd0eff.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "97862cb2-dbc0-48b4-9ddf-c3a850b274c9",
  "model": "runware:35@4",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/dac19cf6-ba68-4199-a211-35731cfd0eff.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "97862cb2-dbc0-48b4-9ddf-c3a850b274c9",
  "maskImageURL": "https://im.runware.ai/image/os/a01d21/ws/4/ii/d5add5a8-0f95-45d3-898d-52257daf67ff.jpg",
  "detections": [
    {
      "x_min": 52,
      "y_min": 122,
      "x_max": 978,
      "y_max": 1280
    }
  ],
  "cost": 0.0006,
  "maskImageUUID": "d5add5a8-0f95-45d3-898d-52257daf67ff"
}

person-mask

Regency Costume Virtual Try-On Mask$0.0006~3s

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@4',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/44cf1a2a-7297-4945-82c8-3225250ff7e1.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@4",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/44cf1a2a-7297-4945-82c8-3225250ff7e1.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": "e9974c03-a6c8-487f-9062-758bfc452dc3",
      "model": "runware:35@4",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/44cf1a2a-7297-4945-82c8-3225250ff7e1.jpg"
      }
    }
  ]'

runware run runware:35@4 \
  inputs.image=https://assets.runware.ai/assets/inputs/44cf1a2a-7297-4945-82c8-3225250ff7e1.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "e9974c03-a6c8-487f-9062-758bfc452dc3",
  "model": "runware:35@4",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/44cf1a2a-7297-4945-82c8-3225250ff7e1.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "e9974c03-a6c8-487f-9062-758bfc452dc3",
  "maskImageURL": "https://im.runware.ai/image/os/a05d22/ws/4/ii/18f627a7-56ca-488f-b8a6-d6b2ae3d82f2.jpg",
  "detections": [
    {
      "x_min": 316,
      "y_min": 97,
      "x_max": 741,
      "y_max": 1278
    }
  ],
  "cost": 0.0006,
  "maskImageUUID": "18f627a7-56ca-488f-b8a6-d6b2ae3d82f2"
}

person-mask

Planetarium Presenter Background Cutout$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@4',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/f1d010a6-4cb3-4358-8489-bbb868b27918.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@4",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/f1d010a6-4cb3-4358-8489-bbb868b27918.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": "11de40fc-f571-4ef7-97b6-9a2aaa082024",
      "model": "runware:35@4",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/f1d010a6-4cb3-4358-8489-bbb868b27918.jpg"
      }
    }
  ]'

runware run runware:35@4 \
  inputs.image=https://assets.runware.ai/assets/inputs/f1d010a6-4cb3-4358-8489-bbb868b27918.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "11de40fc-f571-4ef7-97b6-9a2aaa082024",
  "model": "runware:35@4",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/f1d010a6-4cb3-4358-8489-bbb868b27918.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "11de40fc-f571-4ef7-97b6-9a2aaa082024",
  "maskImageURL": "https://im.runware.ai/image/os/a04d20/ws/4/ii/bc99447f-301f-4c5d-8c85-0ba4137ff54c.jpg",
  "detections": [
    {
      "x_min": 45,
      "y_min": 125,
      "x_max": 741,
      "y_max": 1486
    }
  ],
  "cost": 0.0013,
  "maskImageUUID": "bc99447f-301f-4c5d-8c85-0ba4137ff54c"
}

person-mask

Desert Dance Festival Composite$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@4',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/0d1c1839-1ab9-4089-86ec-54ffe2877597.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@4",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/0d1c1839-1ab9-4089-86ec-54ffe2877597.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": "4e13aa9d-3327-4f4a-95e8-e61d597103c1",
      "model": "runware:35@4",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/0d1c1839-1ab9-4089-86ec-54ffe2877597.jpg"
      }
    }
  ]'

runware run runware:35@4 \
  inputs.image=https://assets.runware.ai/assets/inputs/0d1c1839-1ab9-4089-86ec-54ffe2877597.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "4e13aa9d-3327-4f4a-95e8-e61d597103c1",
  "model": "runware:35@4",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/0d1c1839-1ab9-4089-86ec-54ffe2877597.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "4e13aa9d-3327-4f4a-95e8-e61d597103c1",
  "maskImageURL": "https://im.runware.ai/image/os/a03d21/ws/4/ii/144664b0-b7ff-45c2-ba85-d9eb7d76422e.jpg",
  "detections": [
    {
      "x_min": 85,
      "y_min": 34,
      "x_max": 901,
      "y_max": 1024
    }
  ],
  "cost": 0.0013,
  "maskImageUUID": "144664b0-b7ff-45c2-ba85-d9eb7d76422e"
}