Bria Increase Resolution API Documentation

Bria Increase Resolution API Documentation

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Bria Increase Resolution upscales images with a method that preserves original content without regeneration, producing sharper, higher-quality output. Ready-to-use REST API, best performance, no coldstarts, affordable pricing.

Features

Bria Increase Resolution upscales images while preserving the original content structure. Upload an image, choose a or resolution increase, and optionally preserve transparent areas for images with an alpha channel.


Why Choose This?

  • Image upscaling
    Increase image resolution without regenerating the full image from scratch.

  • 2× and 4× scale options
    Choose 2 for moderate enlargement or 4 for a stronger resolution increase.

  • Content-preserving enhancement
    Improve image size while keeping the original subject, composition, and visual structure.

  • Alpha preservation
    Preserve fully and partially transparent regions when working with images that include an alpha channel.

  • Simple production workflow
    Upload an image, select the desired increase, and generate the upscaled result.


Parameters

ParameterRequiredDescription
imageYesInput image to upscale. Upload an image or provide a public image URL.
desired_increaseNoResolution increase factor. Options: 2 or 4.
preserve_alphaNoPreserve fully and partially transparent areas from the input image. When disabled, the output is fully opaque. Has no effect on images without an alpha channel.

How to Use

  1. Upload an image — Provide the image you want to upscale.
  2. Choose desired increase — Select 2 or 4 depending on the target output size.
  3. Configure alpha preservation optional — Keep preserve_alpha enabled when the input image contains transparency that should remain transparent.
  4. Submit — Generate the upscaled image and retrieve the output.

Pricing

Pricing is fixed at $0.04 per run.

OutputCost
One upscaled image$0.04

Best Use Cases

  • Image resolution enhancement — Upscale images for higher-resolution use.
  • Design assets — Increase the size of graphics, illustrations, and creative assets.
  • Product visuals — Upscale product images for sharper presentation.
  • Marketing materials — Prepare higher-resolution images for ads, banners, thumbnails, and social media.
  • Transparent assets — Preserve alpha channels for logos, cutouts, stickers, and compositing workflows.

Pro Tips

  • Use clean, reasonably sharp input images for better upscaling results.
  • Choose when you need a moderate size increase.
  • Choose when the target layout needs significantly more pixels.
  • Enable preserve_alpha for images with transparent or semi-transparent areas.
  • Disable preserve_alpha when you want the final output to be fully opaque.
  • Avoid using extremely blurry or heavily compressed images when detail preservation matters.

Notes

  • image is required.
  • desired_increase supports 2 and 4.
  • preserve_alpha only affects images with an alpha channel.
  • When preserve_alpha is disabled, the output is fully opaque.
  • This model is best suited for images that are already reasonably clean and need additional resolution.

Authentication

For authentication details, please refer to the Authentication Guide.

API Endpoints

Submit Task & Query Result

set -euo pipefail

export WAVESPEED_API_KEY="your-api-key"

REQUEST_BODY=$(cat <<'JSON'
{
  "image": "https://interactive-examples.mdn.mozilla.net/media/cc0-images/painted-hand-298-332.jpg",
  "desired_increase": 2,
  "preserve_alpha": true
}
JSON
)

# 1. Submit the prediction.
SUBMIT_RESPONSE=$(curl --silent --show-error --fail-with-body \
  -X POST "https://api.wavespeed.ai/api/v3/bria/increase-resolution" \
  -H "Authorization: Bearer ${WAVESPEED_API_KEY}" \
  -H "Content-Type: application/json" \
  -d "${REQUEST_BODY}")

TASK=$(printf '%s' "${SUBMIT_RESPONSE}" | jq 'if type == "object" and has("data") then .data else . end')
PREDICTION_ID=$(printf '%s' "${TASK}" | jq -r '.id // empty')
if [ -z "${PREDICTION_ID}" ]; then
  printf 'Submission response did not contain a prediction id
' >&2
  exit 1
fi
RESULT_URL="https://api.wavespeed.ai/api/v3/predictions/${PREDICTION_ID}/result"

# 2. Poll until the prediction finishes.
while true; do
  RESPONSE=$(curl --silent --show-error --fail-with-body \
    "${RESULT_URL}" \
    -H "Authorization: Bearer ${WAVESPEED_API_KEY}")
  RESULT=$(printf '%s' "${RESPONSE}" | jq 'if type == "object" and has("data") then .data else . end')
  STATUS=$(printf '%s' "${RESULT}" | jq -r '.status // empty')

  case "${STATUS}" in
    completed) printf '%s\n' "${RESULT}" | jq '.outputs'; break ;;
    failed|cancelled|timeout|deleted) printf '%s\n' "${RESULT}" | jq . >&2; exit 1 ;;
    *) sleep 2 ;;
  esac
done

Parameters

Task Submission Parameters

Request Parameters

ParameterTypeRequiredDefaultRangeDescription
imagestringYes-The URL of the image to upscale.
desired_increaseintegerNo22, 4Resolution multiplier. Possible values are 2 or 4. Maximum total area is 8192x8192 pixels
preserve_alphabooleanNotrue-Preserve fully and partially transparent areas from the input image. When false, the output is fully opaque. Has no effect on images without an alpha channel.
enable_sync_modebooleanNofalse-If set to `true`, the request attempts to wait for the generated result and return outputs in the same response. If the result is not ready within the sync wait window, the API can return a timeout body while the task continues processing. This option is only available via the API and is supported only by some models.
enable_base64_outputbooleanNofalse-If set to `true`, the prediction's `output` strings are returned as **naked base64** (no `data:<mime>;base64,` prefix). When `false` (default), outputs are returned as URLs pointing to our CDN.

Response Parameters

ParameterTypeDescription
codeintegerHTTP status code (e.g., 200 for success)
messagestringStatus message (e.g., “success”)
data.idstringUnique identifier for the prediction, Task Id
data.modelstringModel ID used for the prediction
data.outputsarrayOutput values, usually URL strings; some models return text strings or structured result objects (empty when status is not completed)
data.urlsobjectObject containing related API endpoints
data.statusstringTask status. completed is successful; failed, cancelled, timeout, and deleted are failure terminal statuses.
data.created_atstringISO timestamp of when the request was created (e.g., “2023-04-01T12:34:56.789Z”)
data.errorstringError message (empty if no error occurred)
data.timingsobjectObject containing timing details
data.timings.inferenceintegerInference time in milliseconds

Result Request Parameters

ParameterTypeRequiredDefaultDescription
idstringYes-Task ID

Result Response Parameters

ParameterTypeDescription
codeintegerHTTP status code (e.g., 200 for success)
messagestringStatus message (e.g., “success”)
dataobjectThe prediction data object containing all details
data.idstringUnique identifier for the prediction
data.modelstringModel ID used for the prediction
data.outputsarray<string | object>Array of generated outputs (empty when status is not completed). Items are usually URL strings, but may be text strings or structured result objects, depending on the model.
data.urlsobjectObject containing related API endpoints
data.statusstringStatus: completed is successful; failed, cancelled, timeout, and deleted are failure terminal statuses
data.created_atstringISO timestamp of when the request was created
data.errorstringError message (empty if no error occurred)
data.timingsobjectObject containing timing details
data.timings.inferenceintegerInference time in milliseconds
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