YOLOv8s Person Seg

January 10, 2023

YOLOv8s Person Seg is a person segmentation model that produces black-and-white masks for detected human subjects with stronger precision than smaller variants. It is better suited to workflows that need cleaner subject contours for inpainting, compositing, or detail enhancement.

person-mask

Perfumer Portrait Outpaint Protection 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@5',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/7dbd5dc2-564c-44ef-b876-0a85ff05359d.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@5",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/7dbd5dc2-564c-44ef-b876-0a85ff05359d.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": "e409e823-87bf-4104-8c60-e3afe4188b90",
      "model": "runware:35@5",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/7dbd5dc2-564c-44ef-b876-0a85ff05359d.jpg"
      }
    }
  ]'

runware run runware:35@5 \
  inputs.image=https://assets.runware.ai/assets/inputs/7dbd5dc2-564c-44ef-b876-0a85ff05359d.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "e409e823-87bf-4104-8c60-e3afe4188b90",
  "model": "runware:35@5",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/7dbd5dc2-564c-44ef-b876-0a85ff05359d.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "e409e823-87bf-4104-8c60-e3afe4188b90",
  "maskImageURL": "https://im.runware.ai/image/os/a01d21/ws/4/ii/055affe4-46e7-4a18-a7e5-ee98dc2f4f6a.jpg",
  "detections": [
    {
      "x_min": 302,
      "y_min": 161,
      "x_max": 912,
      "y_max": 1344
    }
  ],
  "cost": 0.0006,
  "maskImageUUID": "055affe4-46e7-4a18-a7e5-ee98dc2f4f6a"
}

person-mask

Artistic Swimmer Campaign Cutout$0.0006~5s

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@5',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/1cd84ac1-c1c4-430b-9647-3b3f170da27e.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@5",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/1cd84ac1-c1c4-430b-9647-3b3f170da27e.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": "abbd932c-d605-41be-a1e8-d44839d4ed19",
      "model": "runware:35@5",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/1cd84ac1-c1c4-430b-9647-3b3f170da27e.jpg"
      }
    }
  ]'

runware run runware:35@5 \
  inputs.image=https://assets.runware.ai/assets/inputs/1cd84ac1-c1c4-430b-9647-3b3f170da27e.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "abbd932c-d605-41be-a1e8-d44839d4ed19",
  "model": "runware:35@5",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/1cd84ac1-c1c4-430b-9647-3b3f170da27e.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "abbd932c-d605-41be-a1e8-d44839d4ed19",
  "maskImageURL": "https://im.runware.ai/image/os/a04d20/ws/4/ii/6072220e-0f96-4e68-8881-f4c6b9a88fd1.jpg",
  "detections": [
    {
      "x_min": 221,
      "y_min": 64,
      "x_max": 915,
      "y_max": 1304
    }
  ],
  "cost": 0.0006,
  "maskImageUUID": "6072220e-0f96-4e68-8881-f4c6b9a88fd1"
}

person-mask

Mariachi Lineup Removal Masks$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@5',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/3988af7d-3316-42d6-af31-0bb4d4508d31.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@5",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/3988af7d-3316-42d6-af31-0bb4d4508d31.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": "f7e3b147-0dce-4d2d-a40c-b7a9b097c5a7",
      "model": "runware:35@5",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/3988af7d-3316-42d6-af31-0bb4d4508d31.jpg"
      }
    }
  ]'

runware run runware:35@5 \
  inputs.image=https://assets.runware.ai/assets/inputs/3988af7d-3316-42d6-af31-0bb4d4508d31.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "f7e3b147-0dce-4d2d-a40c-b7a9b097c5a7",
  "model": "runware:35@5",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/3988af7d-3316-42d6-af31-0bb4d4508d31.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "f7e3b147-0dce-4d2d-a40c-b7a9b097c5a7",
  "maskImageURL": "https://im.runware.ai/image/os/a02d21/ws/4/ii/d0d52826-6466-4665-8038-0c2c1de3bab3.jpg",
  "detections": [
    {
      "x_min": 98,
      "y_min": 264,
      "x_max": 370,
      "y_max": 975
    },
    {
      "x_min": 351,
      "y_min": 217,
      "x_max": 625,
      "y_max": 974
    },
    {
      "x_min": 615,
      "y_min": 273,
      "x_max": 925,
      "y_max": 977
    }
  ],
  "cost": 0.0013,
  "maskImageUUID": "d0d52826-6466-4665-8038-0c2c1de3bab3"
}

person-mask

Wildland Crew Member Addition Mask$0.0013~6s

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:35@5',
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/d933d615-f4f1-4d98-8179-648cfcca437f.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@5",
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/d933d615-f4f1-4d98-8179-648cfcca437f.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": "77135a76-6f13-4df9-b223-de186f722401",
      "model": "runware:35@5",
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/d933d615-f4f1-4d98-8179-648cfcca437f.jpg"
      }
    }
  ]'

runware run runware:35@5 \
  inputs.image=https://assets.runware.ai/assets/inputs/d933d615-f4f1-4d98-8179-648cfcca437f.jpg

{
  "taskType": "imageMasking",
  "taskUUID": "77135a76-6f13-4df9-b223-de186f722401",
  "model": "runware:35@5",
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/d933d615-f4f1-4d98-8179-648cfcca437f.jpg"
  }
}

Response

{
  "taskType": "imageMasking",
  "taskUUID": "77135a76-6f13-4df9-b223-de186f722401",
  "maskImageURL": "https://im.runware.ai/image/os/a08dlim3/ws/4/ii/64c2f2ac-ff5c-4385-9c19-ad76656ba4f8.jpg",
  "detections": [
    {
      "x_min": 222,
      "y_min": 110,
      "x_max": 780,
      "y_max": 1522
    }
  ],
  "cost": 0.0013,
  "maskImageUUID": "64c2f2ac-ff5c-4385-9c19-ad76656ba4f8"
}