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MODEL IDrunware:504@1
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Real-ESRGAN

Real-ESRGAN is a deep learning-based image super-resolution model that enhances low-resolution images by inferring high-frequency detail and preserving texture quality. It uses generative adversarial techniques to upscale images while reducing noise and maintaining natural appearance.

Real-ESRGAN
Upscale

Pixelated Arcade Alley Sign

Pixelated Arcade Alley Sign
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:504@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/84cbd04e-9d9b-4f7c-b6ef-cbfdcdec661e.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:504@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/84cbd04e-9d9b-4f7c-b6ef-cbfdcdec661e.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": "3b7abc57-90ef-40dc-aa1b-415f5b39c09a",
      "model": "runware:504@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/84cbd04e-9d9b-4f7c-b6ef-cbfdcdec661e.jpg"
      }
    }
  ]'
runware run runware:504@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/84cbd04e-9d9b-4f7c-b6ef-cbfdcdec661e.jpg
{
  "taskType": "upscale",
  "taskUUID": "3b7abc57-90ef-40dc-aa1b-415f5b39c09a",
  "model": "runware:504@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/84cbd04e-9d9b-4f7c-b6ef-cbfdcdec661e.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "3b7abc57-90ef-40dc-aa1b-415f5b39c09a",
  "imageUUID": "35151ed3-fdb1-434c-8975-2c95dda6e0e8",
  "imageURL": "https://im.runware.ai/image/os/a15d18/ws/3/ii/35151ed3-fdb1-434c-8975-2c95dda6e0e8.jpg",
  "cost": 0.0006,
  "inputImageUUID": "6d69ecd9-adb6-4221-b09b-095bda6d327c"
}
Upscale

Snowy Tramline Evening Facade

Snowy Tramline Evening Facade
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:504@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/994588bb-c245-4ee6-87b0-c44400b2beb3.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:504@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/994588bb-c245-4ee6-87b0-c44400b2beb3.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": "e76de50d-fcc8-4a2c-b7ca-fc609c54c777",
      "model": "runware:504@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/994588bb-c245-4ee6-87b0-c44400b2beb3.jpg"
      }
    }
  ]'
runware run runware:504@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/994588bb-c245-4ee6-87b0-c44400b2beb3.jpg
{
  "taskType": "upscale",
  "taskUUID": "e76de50d-fcc8-4a2c-b7ca-fc609c54c777",
  "model": "runware:504@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/994588bb-c245-4ee6-87b0-c44400b2beb3.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "e76de50d-fcc8-4a2c-b7ca-fc609c54c777",
  "imageUUID": "3c4dbc8e-f539-4013-a8df-9272c32169cd",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/4/ii/3c4dbc8e-f539-4013-a8df-9272c32169cd.jpg",
  "cost": 0.0006,
  "inputImageUUID": "817fee08-4a00-4022-8f37-89fcd10382da"
}
Upscale

Weathered Station Mural Fragments

Weathered Station Mural Fragments
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:504@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/32054489-fe80-41de-bee3-61aadd0c6b88.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:504@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/32054489-fe80-41de-bee3-61aadd0c6b88.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": "67080314-0d7f-481f-a8b7-2fd12c33cb09",
      "model": "runware:504@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/32054489-fe80-41de-bee3-61aadd0c6b88.jpg"
      }
    }
  ]'
runware run runware:504@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/32054489-fe80-41de-bee3-61aadd0c6b88.jpg
{
  "taskType": "upscale",
  "taskUUID": "67080314-0d7f-481f-a8b7-2fd12c33cb09",
  "model": "runware:504@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/32054489-fe80-41de-bee3-61aadd0c6b88.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "67080314-0d7f-481f-a8b7-2fd12c33cb09",
  "imageUUID": "f1293d4e-e5d4-42e5-8131-6892517a4ee4",
  "imageURL": "https://im.runware.ai/image/os/a02d21/ws/4/ii/f1293d4e-e5d4-42e5-8131-6892517a4ee4.jpg",
  "cost": 0.0006,
  "inputImageUUID": "05bad6e0-ada4-4637-99ef-7e65b95bc7a6"
}
Upscale

Pixelated Seaside Ferris Wheel

Pixelated Seaside Ferris Wheel
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:504@1',
  upscaleFactor: 4,
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/171b3e27-5f9f-43c2-95fc-b77a6b6042bd.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:504@1",
            "upscaleFactor": 4,
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/171b3e27-5f9f-43c2-95fc-b77a6b6042bd.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": "32774e2f-e05b-4a47-a34f-4e1eeba03822",
      "model": "runware:504@1",
      "upscaleFactor": 4,
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/171b3e27-5f9f-43c2-95fc-b77a6b6042bd.jpg"
      }
    }
  ]'
runware run runware:504@1 \
  upscaleFactor=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/171b3e27-5f9f-43c2-95fc-b77a6b6042bd.jpg
{
  "taskType": "upscale",
  "taskUUID": "32774e2f-e05b-4a47-a34f-4e1eeba03822",
  "model": "runware:504@1",
  "upscaleFactor": 4,
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/171b3e27-5f9f-43c2-95fc-b77a6b6042bd.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "32774e2f-e05b-4a47-a34f-4e1eeba03822",
  "imageUUID": "2c52d7ed-a248-488e-a5c7-a7a3911d313a",
  "imageURL": "https://im.runware.ai/image/os/a15d18/ws/3/ii/2c52d7ed-a248-488e-a5c7-a7a3911d313a.jpg",
  "cost": 0.0013,
  "inputImageUUID": "22a55295-a10e-4ebe-aa14-184319882ce6"
}
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