Topaz Text Refine

IMAGEFeaturedtopaz-text-refine-upscale-image

Text Refine is the tier of Topaz Labs’ Gigapixel precision upscaler that keeps lettering and geometric shapes sharp while enlarging up to 4x, instead of blurring them into the surrounding image. Best for screenshots, UI mockups, logos and any artwork carrying readable text.

POST

/v2/workspaces/{workspace_id}/base-models/topaz-text-refine-upscale-image/inferences

curl --request POST \
  --url https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '{
  "upscale_factor": "2",
  "guidance_file_init_image": [
    {
      "url": "<file_url>"
    }
  ]
}'

import requests

url = "https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences"

payload = {
    "upscale_factor": "2",
    "guidance_file_init_image": [{ "url": "<file_url>" }]
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.json())

const url = 'https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences';
const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: '{"upscale_factor":"2","guidance_file_init_image":[{"url":"<file_url>"}]}'
};

try {
  const response = await fetch(url, options);
  const data = await response.json();
  console.log(data);
} catch (error) {
  console.error(error);
}

package main

import (
  "fmt"
  "strings"
  "net/http"
  "io"
)

func main() {

  url := "https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences"

  payload := strings.NewReader("{\n  \"upscale_factor\": \"2\",\n  \"guidance_file_init_image\": [\n    {\n      \"url\": \"<file_url>\"\n    }\n  ]\n}")

  req, _ := http.NewRequest("POST", url, payload)

  req.Header.Add("Authorization", "Bearer <token>")
  req.Header.Add("Content-Type", "application/json")

  res, _ := http.DefaultClient.Do(req)

  defer res.Body.Close()
  body, _ := io.ReadAll(res.Body)

  fmt.Println(res)
  fmt.Println(string(body))

}

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'upscale_factor' => '2',
    'guidance_file_init_image' => [
        [
                'url' => '<file_url>'
        ]
    ]
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

OkHttpClient client = new OkHttpClient();

MediaType mediaType = MediaType.parse("application/json");
RequestBody body = RequestBody.create(mediaType, "{\n  \"upscale_factor\": \"2\",\n  \"guidance_file_init_image\": [\n    {\n      \"url\": \"<file_url>\"\n    }\n  ]\n}");
Request request = new Request.Builder()
  .url("https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences")
  .post(body)
  .addHeader("Authorization", "Bearer <token>")
  .addHeader("Content-Type", "application/json")
  .build();

Response response = client.newCall(request).execute();

require 'uri'
require 'net/http'

url = URI("https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"upscale_factor\": \"2\",\n  \"guidance_file_init_image\": [\n    {\n      \"url\": \"<file_url>\"\n    }\n  ]\n}"

response = http.request(request)
puts response.read_body

var client = new RestClient("https://api.app.layer.ai/api/v2/workspaces/:workspace_id/base-models/topaz-text-refine-upscale-image/inferences");
var request = new RestRequest("", Method.Post);
request.AddHeader("Authorization", "Bearer <token>");
request.AddHeader("Content-Type", "application/json");
request.AddParameter("application/json", "{\n  \"upscale_factor\": \"2\",\n  \"guidance_file_init_image\": [\n    {\n      \"url\": \"<file_url>\"\n    }\n  ]\n}", ParameterType.RequestBody);
var response = client.Execute(request);

Authorizations

bearerAuth
oauth2

Parameters

Path Parameters

workspace_id

required

Workspace Id

Id of the workspace that owns the resource.

string format: uuid

Id of the workspace that owns the resource.

Query Parameters

session_name

Session Name

Organize this run under a named session. A new session is created if none matches.

string

nullable

Organize this run under a named session. A new session is created if none matches.

Header Parameters

Idempotency-Key

string

<= 255 characters

Opaque key making a retry of this request return the first result. A 2xx response is replayed for 24 hours with Idempotent-Replayed: true. A 4xx releases the key. A 5xx, or a request still running, holds the key for 120 seconds, during which a retry gets 409; after that a retry executes again. The key covers the method, path, query, and byte-identical body it was first used with; reusing it for a different request is rejected with 422. Protection is best effort: if the key store is unavailable, or a record is lost early, a retry can execute again even after an earlier 409. See the Idempotency section of the API description.

Request Body^required

application/json

Topaz Text Refine

object

upscale_factor

Upscale

How many times larger the output is than the source.

string

default: 2

Allowed values: 2 4

target_region

Enhance

The part of the image the model works on.

Advanced field.

string

default: ALL

Allowed values: ALL SUBJECT BACKGROUND

face_enhancement

Face enhancement

Restore faces in a separate pass.

Advanced field.

boolean

default: true

face_enhancement_strength

Face strength

How strongly faces are restored. Applies with face enhancement on.

Advanced field.

number

nullable <= 1 multiple of 0.01

face_enhancement_creativity

Face creativity

How much new facial detail is invented. Applies with face enhancement on.

Advanced field.

number

nullable <= 1 multiple of 0.01

refine_strength

Refine strength

How strongly lettering and hard shapes are rebuilt.

Advanced field.

number

nullable >= 0.01 <= 1 multiple of 0.01

denoise

Denoise

Removes noise and grain from the source.

Advanced field.

number

nullable <= 1 multiple of 0.01

compression_repair

Compression repair

Removes blocking and ringing left by JPEG or video compression.

Advanced field.

number

nullable <= 1 multiple of 0.01

sharpness

Sharpness

How much the result is sharpened.

Advanced field.

number

nullable <= 1 multiple of 0.01

guidance_file_init_image

required

Source image

The image to modify

Array<object>

>= 1 items

InferenceFormFileRef

A single guidance/reference file supplied to a reference_image_list field.

The slot’s guidance type is fixed by the field it’s attached to; the caller supplies the file (its URL, or the id of a file it can read) and, where the model supports per-file weighting, a weight.

object

url

required

Url

The file’s URL, or the id of a file in this workspace or a public file.

string

weight

Weight

number

nullable

output_fit

Output canvas

Trim the transparent margin, and place the image on a canvas of a fixed size.

object

trim

Trim

boolean

canvas

OutputFitCanvas

string

default: CONTENT

Allowed values: CONTENT FIXED

width

Width

integer

nullable >= 1 <= 4096

height

Height

integer

nullable >= 1 <= 4096

scale

OutputFitScale

How the drawing goes onto a fixed canvas. The names follow the workflow Resize node’s.

string

default: PLACE

Allowed values: PLACE SHRINK_AND_PAD FIT_AND_PAD FIT_AND_CROP STRETCH

anchor

OutputFitAnchor

The point of the drawing that lands on the same point of the canvas.

BASE is a game tile’s base: its anchor, the bottom centre of the cell it stands on, lands at the bottom centre of the canvas, so tiles of one grid stand on the same point whatever rises above them.

string

default: CENTER

Allowed values: TOP_LEFT TOP_CENTER TOP_RIGHT CENTER_LEFT CENTER CENTER_RIGHT BOTTOM_LEFT BOTTOM_CENTER BOTTOM_RIGHT BASE

padding

Padding

integer

0 <= 512

Example

{
  "upscale_factor": "2",
  "guidance_file_init_image": [
    {
      "url": "<file_url>"
    }
  ]
}

Responses

202

Successful Response

application/json

ExecuteForgeOutput

object

inference_id

required

Inference Id

Unique identifier for this forge run.

string format: uuid

status

required

InferenceStatus

Current status: IN_PROGRESS.

string

Allowed values: in_progress complete failed cancelled deleted

estimated_price_creative_units

Estimated Price Creative Units

Estimated price in Creative Units.

number

nullable

poll_interval_seconds

required

Poll Interval Seconds

Suggested polling interval in seconds.

integer

created_at

required

Created At

Timestamp of when the run was created.

string format: date-time

session_id

Session Id

Session ID the run was added to, if a session was specified.

string format: uuid

nullable

normalized_parameters

Any of:

NormalizedInferenceParameters
null

NormalizedInferenceParameters

Inference parameters after model-specific normalization.

These reflect the actual values used for generation, including model defaults applied for any parameters not explicitly set.

object

width

Width

Resolved output width in pixels.

integer

nullable

height

Height

Resolved output height in pixels.

integer

nullable

batch_size

Batch Size

Number of outputs to generate.

integer

nullable

num_inference_steps

Num Inference Steps

Resolved number of diffusion steps.

integer

nullable

guidance_scale

Guidance Scale

Resolved guidance scale.

number

nullable

duration_seconds

Duration Seconds

Resolved output length in seconds — video duration or audio clip length.

number

nullable

fps

Fps

Resolved FPS.

integer

nullable

Example

{
  "status": "in_progress"
}

401

Unauthenticated — missing or invalid Bearer token.

application/problem+json

object

type

required

string

title

required

string

status

required

integer

detail

required

string

Example

{
  "type": "https://api.layer.ai/errors/ERROR_CODE",
  "title": "Error Title",
  "status": 400,
  "detail": "Human-readable description."
}

403

Forbidden — insufficient permissions, or the access token lacks the scope the operation requires.

application/problem+json

object

type

required

string

title

required

string

status

required

integer

detail

required

string

Example

{
  "type": "https://api.layer.ai/errors/ERROR_CODE",
  "title": "Error Title",
  "status": 400,
  "detail": "Human-readable description."
}

404

Resource not found.

application/problem+json

object

type

required

string

title

required

string

status

required

integer

detail

required

string

Example

{
  "type": "https://api.layer.ai/errors/ERROR_CODE",
  "title": "Error Title",
  "status": 400,
  "detail": "Human-readable description."
}

409

The outcome of the request with this Idempotency-Key is not known yet: it is still running, or it failed without a stored response. Retry after the number of seconds in Retry-After.

application/problem+json

object

type

required

string

title

required

string

status

required

integer

detail

required

string

Example

{
  "type": "https://api.layer.ai/errors/ERROR_CODE",
  "title": "Error Title",
  "status": 400,
  "detail": "Human-readable description."
}

422

Invalid input parameters, or an Idempotency-Key reused for a different request.

application/problem+json

object

type

required

string

title

required

string

status

required

integer

detail

required

string

Example

{
  "type": "https://api.layer.ai/errors/ERROR_CODE",
  "title": "Error Title",
  "status": 400,
  "detail": "Human-readable description."
}

429

Rate limited — retry after the number of seconds in Retry-After.

application/problem+json

object

type

required

string

title

required

string

status

required

integer

detail

required

string

Example

{
  "type": "https://api.layer.ai/errors/ERROR_CODE",
  "title": "Error Title",
  "status": 400,
  "detail": "Human-readable description."
}

500

Internal server error.

application/problem+json

object

type

required

string

title

required

string

status

required

integer

detail

required

string

Example

{
  "type": "https://api.layer.ai/errors/ERROR_CODE",
  "title": "Error Title",
  "status": 400,
  "detail": "Human-readable description."
}

Topaz Text Refine

Authorizations

Parameters

Path Parameters

Query Parameters

Header Parameters

Request Bodyrequired

Example

Responses

202

Example

401

Example

403

Example

404

Example

409

Example

422

Example

429

Example

500

Example

Request Body^required