# Topaz Upscale Image Generative API

> Uwchraddydd delweddau cynhyrchiol gyda llawer o fodelau, gwella wynebau a modd Redefine wedi'i arwain gan brompt

Yn uwchraddio delwedd 1x i 4x gyda dewis o `model`, gan gynnwys Wonder 3.5, Wonder 3, Recover 3, Redefine a Recovery V2. Mae gan wella wynebau lithryddion cryfder a chreadigrwydd ar wahân. Mae Redefine yn ychwanegu `prompt` o hyd at 1024 nod ynghyd â `creativity`, `texture`, `sharpen` a `denoise`. Mae'n dda ar gyfer ffynonellau bach neu aneglur.

- Model id: `topaz/upscale/image/generative`
- Made by: Topaz Labs
- Category: Upscale
- Output: image
- Price per megapixel of your output image: from $0.01 / megapixel of output image (cheapest run $0.01 (10 API credits))
- Run: `POST https://api.doitong.com/v1/run/topaz/upscale/image/generative`
- Quote: `POST https://api.doitong.com/v1/quote/topaz/upscale/image/generative`
- Docs page: https://doitong.com/cy/developers/models/topaz/upscale/image/generative

## Pricing

Price: **from $0.01 / megapixel of output image** (the lowest tier; the quote prices your exact input). Price per megapixel of your output image: the input files are measured before the run (length, resolution, frame rate). The quote measures the same files and is exactly what the run charges.

The full example input below costs $0.08 = 80 API credits (8 MP output image × $0.01).

Prices are the upstream price in USD, paid from the API balance in API credits (1000 API credits = 1 USD). `POST https://api.doitong.com/v1/quote/topaz/upscale/image/generative` with the same JSON body returns the exact price for that input; the quote is exactly what a run charges. Invalid input is never charged and failed or canceled requests are refunded automatically.

## Input parameters

Send either the canonical name or the native field name (not both). Canonical names are the same across models.

| Parameter | Canonical name | Type | Required | Default | Allowed values / range | Description |
|---|---|---|---|---|---|---|
| `image_url` | `image` | string (image URL) | yes |  | ≥ 1 characters | URL y ddelwedd ffynhonnell ar gyfer uwchraddio. |
| `model` |  | enum (string) | no | `Wonder 3` | `Wonder 3.5`, `Wonder 3`, `Wonder 2`, `Wonder`, `Recover 3`, `Standard MAX`, `Redefine`, `Recovery V2`, `Recovery` | Dewis model uwchraddio cynhyrchiol: mae Recovery a Recovery V2 yn ail-greu delweddau cydraniad isel iawn; mae Redefine yn defnyddio anogiadau i lywio manylion creadigol; mae Standard MAX yn ffafrio manwl gywirdeb ac ansawdd uchel; mae Recover 3 yn ail-greu manylion naturiol. O fewn teulu Wonder, mae Wonder a Wonder 2 yn rhagflaenu Wonder 3, y model realaeth gynhyrchiol uwchaf; mae'r fersiwn ddiweddaraf, Wonder 3.5, yn darparu manylion mwy manwl gyda llai o ailadrodd patrymau. |
| `upscale_factor` |  | number | no | `2` | 1 – 4 | Lluosydd ehangu delwedd; er enghraifft, mae 2.0 yn dyblu'r ddwy ddimensiwn. |
| `crop_to_fill` |  | boolean | no | `false` |  |  |
| `output_format` |  | enum (string) | no | `jpeg` | `jpeg`, `png` | Fformat a ddefnyddir ar gyfer y ddelwedd uwchraddedig. |
| `subject_detection` |  | enum (string) | no | `All` | `All`, `Foreground`, `Background` | Rheoli sut mae pynciau'n cael eu canfod wrth wella delweddau gyda Recovery V2, Wonder 3 neu Recovery. |
| `face_enhancement` |  | boolean | no | `true` |  | Toglo gwella wynebau ar gyfer y ddelwedd. |
| `face_enhancement_creativity` |  | number | no | `0` | 0 – 1 | Rheolydd creadigrwydd gwella wynebau, yn weithredol dim ond pan fo gwella wynebau wedi'i alluogi: gosodwch 1.0 ar gyfer y creadigrwydd mwyaf neu 0.0 ar gyfer dim. |
| `face_enhancement_strength` |  | number | no | `0.8` | 0 – 1 | Rheolydd cryfder gwella wynebau, yn weithredol dim ond pan fo gwella wynebau wedi'i alluogi: gosodwch 1.0 ar gyfer y gwelliant mwyaf neu 0.0 ar gyfer dim. |
| `enhancement_strength` |  | enum (string) \| null | no |  | `low`, `medium`, `high` | Cryfder gwella uwchraddio cynhyrchiol, wedi'i ffurfweddu'n awtomatig os caiff ei adael heb ei nodi; y modelau a gefnogir yw Wonder 3.5 a Wonder 3. |
| `creativity` |  | integer \| null | no |  | 1 – 6 | Creadigrwydd uwchraddio cynhyrchiol o 1 i 6, a gefnogir gan Redefine yn unig. Mae ei gynyddu yn ychwanegu mwy o fanylion dychmygus neu rithiol. |
| `texture` |  | integer \| null | no |  | 1 – 5 | Rheolaeth manylion gwead sy'n unigryw i uwchraddio cynhyrchiol Redefine, gan dderbyn lefelau o 1 i 5. |
| `prompt` |  | string \| null | no |  | ≤ 1024 characters | Testun arweiniad ar gyfer uwchraddio cynhyrchiol, wedi'i gyfyngu i 1024 nod ac a gefnogir gan Redefine yn unig. |
| `autoprompt` |  | boolean \| null | no |  |  | Toglo cynhyrchu anogiad awtomatig sydd ar gael yn unig o fewn uwchraddio cynhyrchiol Redefine. |
| `sharpen` |  | number \| null | no |  | 0 – 1 | Dwysedd hogi o 0.0 i 1.0, a gefnogir gan Redefine yn unig. |
| `denoise` |  | number \| null | no |  | 0 – 1 | Dwysedd dad-sŵnio o 0.0 i 1.0, a gefnogir gan Redefine yn unig. |
| `detail` |  | number \| null | no |  | 0 – 1 | Dwysedd adfer manylion o 0.0 i 1.0, a gefnogir gan Recovery V2 yn unig. |
| `enable_safety_checker` |  | boolean | no | `true` |  | Gellir llacio'r sgrinio drwy osod false, ar yr amod bod y galwr wedi'i awdurdodi. |

File parameters (`image`) take a public `https://` URL, a `data:` URI up to 10 MB, or the `file_url` of an upload from `POST /files`.

## Example input

Required parameters only:

```json
{
  "image": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
```

A fuller example:

```json
{
  "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
}
```

## Run it

Set `DOITONG_API_KEY` to a key from https://doitong.com/developers/dashboard#keys. `?wait=20` returns the finished request in the same call when it is ready within 20 seconds; otherwise poll `GET /requests/{id}` (it also accepts `?wait=`), or pass `webhook_url`.

### curl

```bash
# Run the model; wait up to 20 s for the finished result in the same call
curl -X POST "https://api.doitong.com/v1/run/topaz/upscale/image/generative?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }'

# Still "queued" or "running"? Poll with the id from the response:
curl "https://api.doitong.com/v1/requests/REQUEST_ID?wait=20" \
  -H "Authorization: Bearer $DOITONG_API_KEY"
```

### JavaScript

```javascript
const API = "https://api.doitong.com/v1";
const headers = {
  "Authorization": "Bearer " + process.env.DOITONG_API_KEY,
  "Content-Type": "application/json",
};

// Run the model; wait up to 20 s for the finished result in the same call
let res = await fetch(API + "/run/topaz/upscale/image/generative?wait=20", {
  method: "POST",
  headers,
  body: JSON.stringify({
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  }),
});
let request = await res.json();
if (!res.ok) throw new Error(request.error.code + ": " + request.error.message);

// Not finished yet: long-poll until it is
while (request.status === "queued" || request.status === "running") {
  res = await fetch(API + "/requests/" + request.id + "?wait=20", { headers });
  request = await res.json();
}
if (request.status !== "succeeded") throw new Error(JSON.stringify(request.error));
console.log(request.outputs.map((o) => o.url), request.cost.credits + " API credits ($" + request.cost.usd + ")");
```

### Python

```python
import os
import requests

API = "https://api.doitong.com/v1"
headers = {"Authorization": "Bearer " + os.environ["DOITONG_API_KEY"]}

payload = {
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg",
}

# Run the model; wait up to 20 s for the finished result in the same call
r = requests.post(API + "/run/topaz/upscale/image/generative", params={"wait": 20}, json=payload, headers=headers)
request = r.json()
if not r.ok:
    raise RuntimeError(request["error"]["code"] + ": " + request["error"]["message"])

# Not finished yet: long-poll until it is
while request["status"] in ("queued", "running"):
    request = requests.get(API + "/requests/" + request["id"], params={"wait": 20}, headers=headers).json()
if request["status"] != "succeeded":
    raise RuntimeError(request["error"])
print([o["url"] for o in request["outputs"]], request["cost"]["credits"], "API credits", "$" + request["cost"]["usd"])
```

### MCP

The MCP server at `https://api.doitong.com/v1/mcp` exposes the tools `search_models`, `get_model`, `quote`, `run`, `get_request`, `cancel_request`, `list_requests`, `create_upload` and `get_account`. A `run` call for this model:

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "run",
    "arguments": {
      "model_id": "topaz/upscale/image/generative",
      "input": {
        "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
      },
      "wait_seconds": 20
    }
  }
}
```

## Response

Every call returns a request object. `status` is one of `queued`, `running`, `succeeded`, `failed`, `canceled`. `outputs` lists the generated files with URLs on our storage (kept forever, or 7 days with `?storage=temporary`; `storage` says which); `output` is the model's own result object with the same URLs.

```json
{
  "id": "req_8k2m4q7x1z9c3v5b6n0p2r4t",
  "object": "request",
  "model": "topaz/upscale/image/generative",
  "status": "succeeded",
  "created_at": "2026-10-20T12:00:00Z",
  "started_at": "2026-10-20T12:00:02Z",
  "completed_at": "2026-10-20T12:00:09Z",
  "queue_position": null,
  "cost": {
    "credits": 80,
    "usd": "0.08",
    "charged": 80,
    "refunded": 0
  },
  "input": {
    "image_url": "https://content.doitong.com/images/showcase/v3/gen_fox_cartoon.jpg"
  },
  "output": {
    "image": {
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_name": "0-output.jpeg",
      "file_size": 1843200
    }
  },
  "outputs": [
    {
      "type": "image",
      "url": "https://content.doitong.com/dev-api/2026/10/20/req_8k2m4q7x1z9c3v5b6n0p2r4t/0-output.jpeg",
      "content_type": "image/jpeg",
      "file_size": 1843200,
      "width": 1024,
      "height": 768,
      "stored": true
    }
  ],
  "error": null,
  "metrics": {
    "inference_seconds": 6.8
  },
  "urls": {
    "self": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t",
    "cancel": "https://api.doitong.com/v1/requests/req_8k2m4q7x1z9c3v5b6n0p2r4t/cancel"
  }
}
```

### Output fields (`output`)

| Field | Type | Description |
|---|---|---|
| `image` | object {url, content_type, file_name, file_size} | Delwedd a gynhyrchir drwy uwchraddio. |

## Related models

- [Topaz Image Upscale](https://doitong.com/developers/models/topaz/upscale/image/precision.md) (`topaz/upscale/image/precision`): $0.08 / 24 megapixels of output image
- [Topaz Upscale Image Creative](https://doitong.com/developers/models/topaz/upscale/image/creative.md) (`topaz/upscale/image/creative`): $0.08 / 2 megapixels of output image
- [Topaz Upscale Image Transparent](https://doitong.com/developers/models/topaz/upscale/image/transparent.md) (`topaz/upscale/image/transparent`): $0.08 / 24 megapixels of output image
- [Topaz Video Upscale](https://doitong.com/developers/models/topaz/upscale/video/precision.md) (`topaz/upscale/video/precision`): from $0.00667 / second of input video
- [Topaz Upscale Video Creative](https://doitong.com/developers/models/topaz/upscale/video/creative.md) (`topaz/upscale/video/creative`): from $0.30 / second of input video
- [Topaz Upscale Video Generative](https://doitong.com/developers/models/topaz/upscale/video/generative.md) (`topaz/upscale/video/generative`): from $0.06 / second of input video
- [AuraSR](https://doitong.com/developers/models/aura-sr.md) (`aura-sr`): $0.001111 / second of processing time
- [Bria Increase Resolution](https://doitong.com/developers/models/bria/increase-resolution.md) (`bria/increase-resolution`): $0.04 / image

## Links

- HTML page: https://doitong.com/developers/models/topaz/upscale/image/generative
- All models and guides for AI agents: https://doitong.com/developers/llms.txt
- OpenAPI 3.1 with this model's typed request body: https://doitong.com/developers/openapi.json?model=topaz/upscale/image/generative
- Errors: https://doitong.com/developers/docs/errors
- Model details as JSON: https://api.doitong.com/v1/models/topaz/upscale/image/generative