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MODEL IDrunware:503@1
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SwinIR

SwinIR is an image restoration and super-resolution model based on Swin Transformer blocks, producing high-quality upscales with strong texture recovery and low artifact levels across common restoration settings.

SwinIR
Upscale

Pixelated Arcade Alley Scene

Pixelated Arcade Alley Scene
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:503@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/2b6c78d7-40b4-4700-a6d0-77f4d6a5cd14.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:503@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/2b6c78d7-40b4-4700-a6d0-77f4d6a5cd14.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "upscale",
      "taskUUID": "315ebd18-b9b5-4d3f-a063-821c507956ae",
      "model": "runware:503@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/2b6c78d7-40b4-4700-a6d0-77f4d6a5cd14.jpg"
      }
    }
  ]'
runware run runware:503@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/2b6c78d7-40b4-4700-a6d0-77f4d6a5cd14.jpg
{
  "taskType": "upscale",
  "taskUUID": "315ebd18-b9b5-4d3f-a063-821c507956ae",
  "model": "runware:503@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/2b6c78d7-40b4-4700-a6d0-77f4d6a5cd14.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "315ebd18-b9b5-4d3f-a063-821c507956ae",
  "imageUUID": "4853f87e-32bf-4b1a-8ebe-2e7d59ab37dd",
  "imageURL": "https://im.runware.ai/image/os/a05d22/ws/3/ii/4853f87e-32bf-4b1a-8ebe-2e7d59ab37dd.jpg",
  "cost": 0.0019,
  "inputImageUUID": "db766aa6-e919-4aaa-bc40-db280bf45eb6"
}
Upscale

Weathered Lighthouse Logbook Scan

Weathered Lighthouse Logbook Scan
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:503@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/e5b4d22d-8aa9-4f7a-a8df-d88247266845.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:503@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/e5b4d22d-8aa9-4f7a-a8df-d88247266845.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "upscale",
      "taskUUID": "a744f0ea-5658-4fab-9718-46361f18569e",
      "model": "runware:503@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/e5b4d22d-8aa9-4f7a-a8df-d88247266845.jpg"
      }
    }
  ]'
runware run runware:503@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/e5b4d22d-8aa9-4f7a-a8df-d88247266845.jpg
{
  "taskType": "upscale",
  "taskUUID": "a744f0ea-5658-4fab-9718-46361f18569e",
  "model": "runware:503@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/e5b4d22d-8aa9-4f7a-a8df-d88247266845.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "a744f0ea-5658-4fab-9718-46361f18569e",
  "imageUUID": "9614db90-5c8c-4a95-be79-32fe78c018c7",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/3/ii/9614db90-5c8c-4a95-be79-32fe78c018c7.jpg",
  "cost": 0.0051,
  "inputImageUUID": "0ab06228-4ef2-433a-aa57-5f3a85ff7c28"
}
Upscale

Graffiti-Covered Skatepark Panorama

Graffiti-Covered Skatepark Panorama
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:503@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/e47c5599-88b7-49c1-be9f-580b03006a82.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:503@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/e47c5599-88b7-49c1-be9f-580b03006a82.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "upscale",
      "taskUUID": "f2c9bac0-9530-438b-96c3-f5b55b970215",
      "model": "runware:503@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/e47c5599-88b7-49c1-be9f-580b03006a82.jpg"
      }
    }
  ]'
runware run runware:503@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/e47c5599-88b7-49c1-be9f-580b03006a82.jpg
{
  "taskType": "upscale",
  "taskUUID": "f2c9bac0-9530-438b-96c3-f5b55b970215",
  "model": "runware:503@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/e47c5599-88b7-49c1-be9f-580b03006a82.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "f2c9bac0-9530-438b-96c3-f5b55b970215",
  "imageUUID": "3282b118-bf3f-490f-bcb8-4ec5659c31a5",
  "imageURL": "https://im.runware.ai/image/os/a16d07/ws/3/ii/3282b118-bf3f-490f-bcb8-4ec5659c31a5.jpg",
  "cost": 0.0166,
  "inputImageUUID": "b4697a97-8a99-4399-9aa6-93e71e93ffac"
}
Upscale

Pixel Sprite Garden Cleanup

Pixel Sprite Garden Cleanup
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:503@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/a4054348-eb95-4a0b-b0d0-467f52c44901.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:503@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/a4054348-eb95-4a0b-b0d0-467f52c44901.jpg"
            }
        })


asyncio.run(main())
curl https://api.runware.ai/v1 \
  -H "Authorization: Bearer $RUNWARE_API_KEY" \
  -H "Content-Type: application/json" \
  -d '[
    {
      "taskType": "upscale",
      "taskUUID": "2149218f-0a72-4497-913d-d4053a672a16",
      "model": "runware:503@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/a4054348-eb95-4a0b-b0d0-467f52c44901.jpg"
      }
    }
  ]'
runware run runware:503@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/a4054348-eb95-4a0b-b0d0-467f52c44901.jpg
{
  "taskType": "upscale",
  "taskUUID": "2149218f-0a72-4497-913d-d4053a672a16",
  "model": "runware:503@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/a4054348-eb95-4a0b-b0d0-467f52c44901.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "2149218f-0a72-4497-913d-d4053a672a16",
  "imageUUID": "8fa80346-4ec1-47bb-ba26-d19648203852",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/3/ii/8fa80346-4ec1-47bb-ba26-d19648203852.jpg",
  "cost": 0.0019,
  "inputImageUUID": "1d693757-b01d-4d39-a6f1-081d873be40e"
}
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