Image Upscaler API

AI image upscaling and super-resolution. Compare general-purpose, restoration, and premium enhancement options using the current Muapi catalog.

Muapi Image Upscaler API landing page · API reference · Playground · Create an API key

Related Projects

• Background-Remover-API
• Product-Photography-API

What this API covers

Use the endpoint that matches the task and input media. The routes below are enabled Muapi model IDs checked against the current model catalog; availability, request fields, and pricing can change, so verify the linked landing page and endpoint schema before production use.

Endpoint	Purpose	Category
ai-image-upscaler	Image Upscaler	Image to Image
seedvr2-image-upscale	Image Upscale	Image to Image
topaz-image-upscale	Image Upscale	Image to Image

Quick start

Muapi uses an asynchronous REST contract. Submit a JSON request with your API key, save the returned request_id, then poll the result endpoint. Replace sample URLs with files you control and fields with values supported by the selected endpoint.

curl -X POST https://api.muapi.ai/api/v1/ai-image-upscaler \
  -H "Content-Type: application/json" \
  -H "x-api-key: $MUAPI_API_KEY" \
  -d '{
    "image_url": "https://example.com/replace-with-your-file"
  }'

Request fields in this example

Field	Requirement	Notes
image_url	Required	URL of the input image.

Poll for the result

curl "https://api.muapi.ai/api/v1/predictions/$REQUEST_ID/result" \
  -H "x-api-key: $MUAPI_API_KEY"

Poll until the task status is completed or failed. Read the response’s output URLs on completion; download outputs you need to retain, since provider-hosted URLs may expire.

Choosing an endpoint

Compare supported inputs and output behavior first, then resolution, duration, quality controls, latency, and price for your use case. Similar names do not guarantee interchangeable request schemas. This repository lists representative routes; the canonical landing page contains the current task-specific explanation, examples, and pricing context.

Errors and production notes

• Keep the API key in an environment variable; do not commit credentials.
• Validate inputs against the selected endpoint’s current schema.
• Handle non-success HTTP responses and failed task states explicitly.
• Retry only when appropriate for the error; avoid submitting duplicate billable jobs after a timeout without checking the original request_id.
• Confirm current pricing and availability on the Muapi page before estimating production cost.