P-Image-Upscale

Model ID

Use with the Workers AI binding, the AI Gateway REST API, or the Unified API.

Calling the provider directly? Use the provider's model name instead, including with provider-native endpoints or the provider's own SDK. For example, Anthropic's name for anthropic/claude-opus-4.8 is claude-opus-4-8.

Third-party

Pruna's P-Image-Upscale increases image resolution using AI, targeting 1-128 megapixels with optional detail and realism enhancement for sharper, cleaner results.

Model Info
More information	link ↗
Pricing	Per image (1-4 MP)$0.005 Per image (5-8 MP)$0.01 Per image (9-16 MP)$0.02 Per image (17-32 MP)$0.04 Per image (33-64 MP)$0.06 Per image (65-128 MP)$0.12

Usage

const response = await env.AI.run(
  'pruna/p-image-upscale',
  {
    image: 'https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg',
    target: 4,
    enhance_details: true,
    output_format: 'jpg',
  },
)
console.log(response)

curl https://api.cloudflare.com/client/v4/accounts/$CLOUDFLARE_ACCOUNT_ID/ai/run \
  --header "Authorization: Bearer $CLOUDFLARE_API_TOKEN" \
  --header "Content-Type: application/json" \
  --data '{
  "model": "pruna/p-image-upscale",
  "input": {
    "image": "https://huggingface.co/spaces/yisol/IDM-VTON/resolve/main/example/human/00121_00.jpg",
    "target": 4,
    "enhance_details": true,
    "output_format": "jpg"
  }
}'

{
  "state": "Completed",
  "result": {
    "image": "https://examples.aig.cloudflare.com/pruna/p-image-upscale/4mp-upscale.jpg"
  },
  "gatewayMetadata": {
    "keySource": "Unified"
  }
}

Parameters

image

stringrequiredInput image to upscale. A publicly reachable HTTP(S) URL or a base64 data URI (data:image/...;base64,...).

target

integerrequireddefault: 4minimum: 1maximum: 128Target resolution in megapixels (1-128). Output is capped at 128 MP.

output_format

stringrequireddefault: jpgenum: webp, jpg, pngFormat of the output image.

output_quality

integerrequireddefault: 80minimum: 0maximum: 100Quality when saving the output image (0-100). Not relevant for .png outputs.

enhance_details

booleanrequireddefault: falseEnhance fine textures and small details.

enhance_realism

booleanrequireddefault: falseImprove realism. Recommended for AI-generated images.

disable_safety_checker

booleanrequireddefault: falseDisable safety checker for generated images.

image

stringformat: uriPresigned URL for the upscaled image.

API Schemas (Raw)

Input

Output