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Perform high-quality image super-resolution using PASD-SDXL.
The model applies AI-enhanced super-resolution with:
The client provides a convenient way to interact with the model API.
npm install --save @fal-ai/clientSet FAL_KEY as an environment variable in your runtime.
export FAL_KEY="YOUR_API_KEY"The client API handles the API submit protocol. It will handle the request status updates and return the result when the request is completed.
import { fal } from "@fal-ai/client";
const result = await fal.subscribe("fal-ai/pasd", {
input: {
image_url: "https://storage.googleapis.com/falserverless/model_tests/svd/rocket.png"
},
logs: true,
onQueueUpdate: (update) => {
if (update.status === "IN_PROGRESS") {
update.logs.map((log) => log.message).forEach(console.log);
}
},
});
console.log(result.data);
console.log(result.requestId);The API uses an API Key for authentication. It is recommended you set the FAL_KEY environment variable in your runtime when possible.
import { fal } from "@fal-ai/client";
fal.config({
credentials: "YOUR_FAL_KEY"
});The client API provides a convenient way to submit requests to the model.
import { fal } from "@fal-ai/client";
const { request_id } = await fal.queue.submit("fal-ai/pasd", {
input: {
image_url: "https://storage.googleapis.com/falserverless/model_tests/svd/rocket.png"
},
webhookUrl: "https://optional.webhook.url/for/results",
});You can fetch the status of a request to check if it is completed or still in progress.
import { fal } from "@fal-ai/client";
const status = await fal.queue.status("fal-ai/pasd", {
requestId: "764cabcf-b745-4b3e-ae38-1200304cf45b",
logs: true,
});Once the request is completed, you can fetch the result. See the Output Schema for the expected result format.
import { fal } from "@fal-ai/client";
const result = await fal.queue.result("fal-ai/pasd", {
requestId: "764cabcf-b745-4b3e-ae38-1200304cf45b"
});
console.log(result.data);
console.log(result.requestId);Some attributes in the API accept file URLs as input. Whenever that's the case you can pass your own URL or a Base64 data URI.
You can pass a Base64 data URI as a file input. The API will handle the file decoding for you. Keep in mind that for large files, this alternative although convenient can impact the request performance.
You can also pass your own URLs as long as they are publicly accessible. Be aware that some hosts might block cross-site requests, rate-limit, or consider the request as a bot.
We provide a convenient file storage that allows you to upload files and use them in your requests. You can upload files using the client API and use the returned URL in your requests.
import { fal } from "@fal-ai/client";
const file = new File(["Hello, World!"], "hello.txt", { type: "text/plain" });
const url = await fal.storage.upload(file);Read more about file handling in our file upload guide.
image_url string* requiredInput image to super-resolve
scale integerUpscaling factor (1-4x) Default value: 2
steps integerNumber of inference steps (10-50) Default value: 25
guidance_scale floatGuidance scale for diffusion (1.0-20.0) Default value: 7
conditioning_scale floatControlNet conditioning scale (0.1-1.0) Default value: 0.8
prompt stringAdditional prompt to guide super-resolution Default value: ""
negative_prompt stringNegative prompt to avoid unwanted artifacts Default value: "blurry, dirty, messy, frames, deformed, dotted, noise, raster lines, unclear, lowres, over-smoothed, painting, ai generated"
enable_safety_checker booleanWhether to apply input safety moderation. Disabling it requires account authorization. Default value: true
{
"image_url": "https://storage.googleapis.com/falserverless/model_tests/svd/rocket.png",
"scale": 2,
"steps": 25,
"guidance_scale": 7,
"conditioning_scale": 0.8,
"negative_prompt": "blurry, dirty, messy, frames, deformed, dotted, noise, raster lines, unclear, lowres, over-smoothed, painting, ai generated",
"enable_safety_checker": true
}The generated super-resolved images
Timing information for different processing stages
{
"images": [
{
"file_size": 2010575,
"file_name": "4732818e18b542ca8dc3f0e6c1775ac8.png",
"width": 1024,
"height": 1024,
"content_type": "image/png",
"url": "https://v3.fal.media/files/koala/ncEbdm4Ig6dAGBp-3dR63_4732818e18b542ca8dc3f0e6c1775ac8.png"
}
]
}url string* requiredThe URL where the file can be downloaded from.
content_type stringThe mime type of the file.
file_name stringThe name of the file. It will be auto-generated if not provided.
file_size integerThe size of the file in bytes.
width integerThe width of the image in pixels.
height integerThe height of the image in pixels.