MODEL IDrunware:501@1
live

CCSR

CCSR is a diffusion-based image super-resolution model designed for real-world low-quality inputs, improving sharpness and restoring detail while keeping artifacts controlled during upscaling.

CCSR
Upscale

Pixelated Arcade Mascot Sign

Pixelated Arcade Mascot 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:501@1',
  upscaleFactor: 2,
  settings: {
    positivePrompt: 'clean restored signage photo, crisp lettering, sharper mascot outline, natural painted metal texture, controlled detail recovery, realistic street photo, reduced blockiness, reduced compression artifacts',
    negativePrompt: 'extra characters, altered wording, warped shapes, oversmoothing, halos, plastic texture, painterly look, heavy noise, duplicated features',
    controlNetWeight: 1,
    steps: 24,
    seed: 72130,
    CFGScale: 5.5
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/ecb5e718-fe2c-4309-977a-f457dbe88ef8.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:501@1",
            "upscaleFactor": 2,
            "settings": {
                "positivePrompt": "clean restored signage photo, crisp lettering, sharper mascot outline, natural painted metal texture, controlled detail recovery, realistic street photo, reduced blockiness, reduced compression artifacts",
                "negativePrompt": "extra characters, altered wording, warped shapes, oversmoothing, halos, plastic texture, painterly look, heavy noise, duplicated features",
                "controlNetWeight": 1,
                "steps": 24,
                "seed": 72130,
                "CFGScale": 5.5
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/ecb5e718-fe2c-4309-977a-f457dbe88ef8.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": "061fab37-bf9d-4115-880c-6bacb1f0193e",
      "model": "runware:501@1",
      "upscaleFactor": 2,
      "settings": {
        "positivePrompt": "clean restored signage photo, crisp lettering, sharper mascot outline, natural painted metal texture, controlled detail recovery, realistic street photo, reduced blockiness, reduced compression artifacts",
        "negativePrompt": "extra characters, altered wording, warped shapes, oversmoothing, halos, plastic texture, painterly look, heavy noise, duplicated features",
        "controlNetWeight": 1,
        "steps": 24,
        "seed": 72130,
        "CFGScale": 5.5
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/ecb5e718-fe2c-4309-977a-f457dbe88ef8.jpg"
      }
    }
  ]'
runware run runware:501@1 \
  upscaleFactor=2 \
  settings.positivePrompt="clean restored signage photo, crisp lettering, sharper mascot outline, natural painted metal texture, controlled detail recovery, realistic street photo, reduced blockiness, reduced compression artifacts" \
  settings.negativePrompt="extra characters, altered wording, warped shapes, oversmoothing, halos, plastic texture, painterly look, heavy noise, duplicated features" \
  settings.controlNetWeight=1 \
  settings.steps=24 \
  settings.seed=72130 \
  settings.CFGScale=5.5 \
  inputs.image=https://assets.runware.ai/assets/inputs/ecb5e718-fe2c-4309-977a-f457dbe88ef8.jpg
{
  "taskType": "upscale",
  "taskUUID": "061fab37-bf9d-4115-880c-6bacb1f0193e",
  "model": "runware:501@1",
  "upscaleFactor": 2,
  "settings": {
    "positivePrompt": "clean restored signage photo, crisp lettering, sharper mascot outline, natural painted metal texture, controlled detail recovery, realistic street photo, reduced blockiness, reduced compression artifacts",
    "negativePrompt": "extra characters, altered wording, warped shapes, oversmoothing, halos, plastic texture, painterly look, heavy noise, duplicated features",
    "controlNetWeight": 1,
    "steps": 24,
    "seed": 72130,
    "CFGScale": 5.5
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/ecb5e718-fe2c-4309-977a-f457dbe88ef8.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "061fab37-bf9d-4115-880c-6bacb1f0193e",
  "imageUUID": "628e2511-7ea7-412f-9e19-2d9292124114",
  "imageURL": "https://im.runware.ai/image/os/a05d22/ws/2/ii/628e2511-7ea7-412f-9e19-2d9292124114.jpg",
  "cost": 0.0019,
  "inputImageUUID": "136ef585-8479-4a08-a404-c6a829fdf6ca"
}
Upscale

Pixelated Storefront Sign Cleanup

Pixelated Storefront Sign 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:501@1',
  upscaleFactor: 2,
  settings: {
    positivePrompt: 'clean realistic restoration of a small corner shop storefront, sharper sign lettering, crisp awning stripes, clearer window reflections, natural brick and painted wood textures, readable handwritten notices, preserved realistic lighting, controlled detail, faithful reconstruction from a low-quality photo',
    negativePrompt: 'hallucinated objects, extra text, distorted letters, oversmoothing, plastic textures, excessive sharpening halos, duplicate plants, warped doorway, painterly look, surreal details',
    steps: 24,
    CFGScale: 4,
    controlNetWeight: 1,
    seed: 17303
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/6525ac0d-dc61-443d-a965-a464e8b2fbc2.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:501@1",
            "upscaleFactor": 2,
            "settings": {
                "positivePrompt": "clean realistic restoration of a small corner shop storefront, sharper sign lettering, crisp awning stripes, clearer window reflections, natural brick and painted wood textures, readable handwritten notices, preserved realistic lighting, controlled detail, faithful reconstruction from a low-quality photo",
                "negativePrompt": "hallucinated objects, extra text, distorted letters, oversmoothing, plastic textures, excessive sharpening halos, duplicate plants, warped doorway, painterly look, surreal details",
                "steps": 24,
                "CFGScale": 4,
                "controlNetWeight": 1,
                "seed": 17303
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/6525ac0d-dc61-443d-a965-a464e8b2fbc2.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": "da96bcdb-e015-43e8-a7e0-26ea9ce9318b",
      "model": "runware:501@1",
      "upscaleFactor": 2,
      "settings": {
        "positivePrompt": "clean realistic restoration of a small corner shop storefront, sharper sign lettering, crisp awning stripes, clearer window reflections, natural brick and painted wood textures, readable handwritten notices, preserved realistic lighting, controlled detail, faithful reconstruction from a low-quality photo",
        "negativePrompt": "hallucinated objects, extra text, distorted letters, oversmoothing, plastic textures, excessive sharpening halos, duplicate plants, warped doorway, painterly look, surreal details",
        "steps": 24,
        "CFGScale": 4,
        "controlNetWeight": 1,
        "seed": 17303
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/6525ac0d-dc61-443d-a965-a464e8b2fbc2.jpg"
      }
    }
  ]'
runware run runware:501@1 \
  upscaleFactor=2 \
  settings.positivePrompt="clean realistic restoration of a small corner shop storefront, sharper sign lettering, crisp awning stripes, clearer window reflections, natural brick and painted wood textures, readable handwritten notices, preserved realistic lighting, controlled detail, faithful reconstruction from a low-quality photo" \
  settings.negativePrompt="hallucinated objects, extra text, distorted letters, oversmoothing, plastic textures, excessive sharpening halos, duplicate plants, warped doorway, painterly look, surreal details" \
  settings.steps=24 \
  settings.CFGScale=4 \
  settings.controlNetWeight=1 \
  settings.seed=17303 \
  inputs.image=https://assets.runware.ai/assets/inputs/6525ac0d-dc61-443d-a965-a464e8b2fbc2.jpg
{
  "taskType": "upscale",
  "taskUUID": "da96bcdb-e015-43e8-a7e0-26ea9ce9318b",
  "model": "runware:501@1",
  "upscaleFactor": 2,
  "settings": {
    "positivePrompt": "clean realistic restoration of a small corner shop storefront, sharper sign lettering, crisp awning stripes, clearer window reflections, natural brick and painted wood textures, readable handwritten notices, preserved realistic lighting, controlled detail, faithful reconstruction from a low-quality photo",
    "negativePrompt": "hallucinated objects, extra text, distorted letters, oversmoothing, plastic textures, excessive sharpening halos, duplicate plants, warped doorway, painterly look, surreal details",
    "steps": 24,
    "CFGScale": 4,
    "controlNetWeight": 1,
    "seed": 17303
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/6525ac0d-dc61-443d-a965-a464e8b2fbc2.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "da96bcdb-e015-43e8-a7e0-26ea9ce9318b",
  "imageUUID": "37f83818-e885-46e5-b8ef-936948d0a872",
  "imageURL": "https://im.runware.ai/image/os/a08d21/ws/2/ii/37f83818-e885-46e5-b8ef-936948d0a872.jpg",
  "cost": 0.0013,
  "inputImageUUID": "44b41196-c94e-42b9-a0b1-606e0f7e641c"
}
Upscale

Weathered Atlas Reading Room

Weathered Atlas Reading Room
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:501@1',
  upscaleFactor: 2,
  settings: {
    positivePrompt: 'Restore realistic fine details in the reading room scene: sharpen map labels and contour lines, preserve aged paper fibers, enhance wood grain on the table and floor, recover book spine texture, maintain natural daylight and documentary realism, controlled cleanup of blur and compression artifacts, faithful structure, no synthetic oversmoothing',
    negativePrompt: 'cartoon, CGI, overly glossy surfaces, hallucinated objects, warped text, excessive sharpening halos, plastic skin, heavy noise, duplicate books, distorted perspective',
    seed: 49710,
    steps: 30,
    CFGScale: 4
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/2361ae30-eac2-4a3b-9ea8-15f22dd1d030.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:501@1",
            "upscaleFactor": 2,
            "settings": {
                "positivePrompt": "Restore realistic fine details in the reading room scene: sharpen map labels and contour lines, preserve aged paper fibers, enhance wood grain on the table and floor, recover book spine texture, maintain natural daylight and documentary realism, controlled cleanup of blur and compression artifacts, faithful structure, no synthetic oversmoothing",
                "negativePrompt": "cartoon, CGI, overly glossy surfaces, hallucinated objects, warped text, excessive sharpening halos, plastic skin, heavy noise, duplicate books, distorted perspective",
                "seed": 49710,
                "steps": 30,
                "CFGScale": 4
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/2361ae30-eac2-4a3b-9ea8-15f22dd1d030.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": "1a07a8e7-1ceb-456b-9e7b-1b8ba162ede0",
      "model": "runware:501@1",
      "upscaleFactor": 2,
      "settings": {
        "positivePrompt": "Restore realistic fine details in the reading room scene: sharpen map labels and contour lines, preserve aged paper fibers, enhance wood grain on the table and floor, recover book spine texture, maintain natural daylight and documentary realism, controlled cleanup of blur and compression artifacts, faithful structure, no synthetic oversmoothing",
        "negativePrompt": "cartoon, CGI, overly glossy surfaces, hallucinated objects, warped text, excessive sharpening halos, plastic skin, heavy noise, duplicate books, distorted perspective",
        "seed": 49710,
        "steps": 30,
        "CFGScale": 4
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/2361ae30-eac2-4a3b-9ea8-15f22dd1d030.jpg"
      }
    }
  ]'
runware run runware:501@1 \
  upscaleFactor=2 \
  settings.positivePrompt="Restore realistic fine details in the reading room scene: sharpen map labels and contour lines, preserve aged paper fibers, enhance wood grain on the table and floor, recover book spine texture, maintain natural daylight and documentary realism, controlled cleanup of blur and compression artifacts, faithful structure, no synthetic oversmoothing" \
  settings.negativePrompt="cartoon, CGI, overly glossy surfaces, hallucinated objects, warped text, excessive sharpening halos, plastic skin, heavy noise, duplicate books, distorted perspective" \
  settings.seed=49710 \
  settings.steps=30 \
  settings.CFGScale=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/2361ae30-eac2-4a3b-9ea8-15f22dd1d030.jpg
{
  "taskType": "upscale",
  "taskUUID": "1a07a8e7-1ceb-456b-9e7b-1b8ba162ede0",
  "model": "runware:501@1",
  "upscaleFactor": 2,
  "settings": {
    "positivePrompt": "Restore realistic fine details in the reading room scene: sharpen map labels and contour lines, preserve aged paper fibers, enhance wood grain on the table and floor, recover book spine texture, maintain natural daylight and documentary realism, controlled cleanup of blur and compression artifacts, faithful structure, no synthetic oversmoothing",
    "negativePrompt": "cartoon, CGI, overly glossy surfaces, hallucinated objects, warped text, excessive sharpening halos, plastic skin, heavy noise, duplicate books, distorted perspective",
    "seed": 49710,
    "steps": 30,
    "CFGScale": 4
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/2361ae30-eac2-4a3b-9ea8-15f22dd1d030.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "1a07a8e7-1ceb-456b-9e7b-1b8ba162ede0",
  "imageUUID": "576cfaf0-d711-475d-88f5-0e271ad2282c",
  "imageURL": "https://im.runware.ai/image/os/a04d20/ws/3/ii/576cfaf0-d711-475d-88f5-0e271ad2282c.jpg",
  "cost": 0.0019,
  "inputImageUUID": "d79805bb-35a7-4a48-b9e9-c44aefaf166a"
}
Upscale

Faded Space Museum Diorama

Faded Space Museum Diorama
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:501@1',
  upscaleFactor: 2,
  settings: {
    positivePrompt: 'Restore realistic fine detail in a vintage museum diorama photograph: sharpen miniature astronaut suits, metallic capsule surfaces, tiny printed placards, painted star backdrop, dust specks on the display case, subtle reflections, aged exhibit textures, and crisp exhibit edges while preserving the authentic indoor museum atmosphere.',
    negativePrompt: 'hallucinated extra figures, fantasy elements, overly smooth plastic textures, excessive contrast, oversharpening halos, distorted text, duplicated objects, heavy noise, surreal lighting',
    seed: 13808,
    steps: 30,
    CFGScale: 4
  },
  inputs: {
    image: 'https://assets.runware.ai/assets/inputs/179020e7-0ea1-428b-99aa-8db0662af80b.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:501@1",
            "upscaleFactor": 2,
            "settings": {
                "positivePrompt": "Restore realistic fine detail in a vintage museum diorama photograph: sharpen miniature astronaut suits, metallic capsule surfaces, tiny printed placards, painted star backdrop, dust specks on the display case, subtle reflections, aged exhibit textures, and crisp exhibit edges while preserving the authentic indoor museum atmosphere.",
                "negativePrompt": "hallucinated extra figures, fantasy elements, overly smooth plastic textures, excessive contrast, oversharpening halos, distorted text, duplicated objects, heavy noise, surreal lighting",
                "seed": 13808,
                "steps": 30,
                "CFGScale": 4
            },
            "inputs": {
                "image": "https://assets.runware.ai/assets/inputs/179020e7-0ea1-428b-99aa-8db0662af80b.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": "74ae9cc4-a984-4e45-bf4f-ef7b2b9ceae4",
      "model": "runware:501@1",
      "upscaleFactor": 2,
      "settings": {
        "positivePrompt": "Restore realistic fine detail in a vintage museum diorama photograph: sharpen miniature astronaut suits, metallic capsule surfaces, tiny printed placards, painted star backdrop, dust specks on the display case, subtle reflections, aged exhibit textures, and crisp exhibit edges while preserving the authentic indoor museum atmosphere.",
        "negativePrompt": "hallucinated extra figures, fantasy elements, overly smooth plastic textures, excessive contrast, oversharpening halos, distorted text, duplicated objects, heavy noise, surreal lighting",
        "seed": 13808,
        "steps": 30,
        "CFGScale": 4
      },
      "inputs": {
        "image": "https://assets.runware.ai/assets/inputs/179020e7-0ea1-428b-99aa-8db0662af80b.jpg"
      }
    }
  ]'
runware run runware:501@1 \
  upscaleFactor=2 \
  settings.positivePrompt="Restore realistic fine detail in a vintage museum diorama photograph: sharpen miniature astronaut suits, metallic capsule surfaces, tiny printed placards, painted star backdrop, dust specks on the display case, subtle reflections, aged exhibit textures, and crisp exhibit edges while preserving the authentic indoor museum atmosphere." \
  settings.negativePrompt="hallucinated extra figures, fantasy elements, overly smooth plastic textures, excessive contrast, oversharpening halos, distorted text, duplicated objects, heavy noise, surreal lighting" \
  settings.seed=13808 \
  settings.steps=30 \
  settings.CFGScale=4 \
  inputs.image=https://assets.runware.ai/assets/inputs/179020e7-0ea1-428b-99aa-8db0662af80b.jpg
{
  "taskType": "upscale",
  "taskUUID": "74ae9cc4-a984-4e45-bf4f-ef7b2b9ceae4",
  "model": "runware:501@1",
  "upscaleFactor": 2,
  "settings": {
    "positivePrompt": "Restore realistic fine detail in a vintage museum diorama photograph: sharpen miniature astronaut suits, metallic capsule surfaces, tiny printed placards, painted star backdrop, dust specks on the display case, subtle reflections, aged exhibit textures, and crisp exhibit edges while preserving the authentic indoor museum atmosphere.",
    "negativePrompt": "hallucinated extra figures, fantasy elements, overly smooth plastic textures, excessive contrast, oversharpening halos, distorted text, duplicated objects, heavy noise, surreal lighting",
    "seed": 13808,
    "steps": 30,
    "CFGScale": 4
  },
  "inputs": {
    "image": "https://assets.runware.ai/assets/inputs/179020e7-0ea1-428b-99aa-8db0662af80b.jpg"
  }
}
Response
{
  "taskType": "imageUpscale",
  "taskUUID": "74ae9cc4-a984-4e45-bf4f-ef7b2b9ceae4",
  "imageUUID": "e741a027-29ee-4953-a2f8-8d69cde40040",
  "imageURL": "https://im.runware.ai/image/os/a05d22/ws/3/ii/e741a027-29ee-4953-a2f8-8d69cde40040.jpg",
  "cost": 0.0019,
  "inputImageUUID": "87bc3baa-9eea-492e-8172-3ce26ce93db6"
}