tencentarc/gfpgan:ae80bbe1 – Run with an API on Replicate

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tencentarc /gfpgan:ae80bbe1

Playground API

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=tencentarc/gfpgan

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run tencentarc/gfpgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "tencentarc/gfpgan:ae80bbe1adce7d616b8a96ba88a91d3556838d4f2f4da76327638b8e95ea4694",
  {
    input: {
      img: "https://replicate.delivery/mgxm/6c1f5af2-825c-4ded-a4c1-339a58a0347c/187400981-8a58f7a4-ef61-42d9-af80-bc6234cef860.jpg",
      scale: 2,
      version: "v1.3"
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run tencentarc/gfpgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "tencentarc/gfpgan:ae80bbe1adce7d616b8a96ba88a91d3556838d4f2f4da76327638b8e95ea4694",
    input={
        "img": "https://replicate.delivery/mgxm/6c1f5af2-825c-4ded-a4c1-339a58a0347c/187400981-8a58f7a4-ef61-42d9-af80-bc6234cef860.jpg",
        "scale": 2,
        "version": "v1.3"
    }
)
print(output)

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Run tencentarc/gfpgan using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

curl -s -X POST \
  -H "Authorization: Bearer $REPLICATE_API_TOKEN" \
  -H "Content-Type: application/json" \
  -H "Prefer: wait" \
  -d $'{
    "version": "ae80bbe1adce7d616b8a96ba88a91d3556838d4f2f4da76327638b8e95ea4694",
    "input": {
      "img": "https://replicate.delivery/mgxm/6c1f5af2-825c-4ded-a4c1-339a58a0347c/187400981-8a58f7a4-ef61-42d9-af80-bc6234cef860.jpg",
      "scale": 2,
      "version": "v1.3"
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

You can run this model locally using Cog. First, install Cog:

brew install cog

If you don’t have Homebrew, there are other installation options available.

Run this to download the model and run it in your local environment:

cog predict r8.im/tencentarc/gfpgan@sha256:ae80bbe1adce7d616b8a96ba88a91d3556838d4f2f4da76327638b8e95ea4694 \
  -i 'img="https://replicate.delivery/mgxm/6c1f5af2-825c-4ded-a4c1-339a58a0347c/187400981-8a58f7a4-ef61-42d9-af80-bc6234cef860.jpg"' \
  -i 'scale=2' \
  -i 'version="v1.3"'

To learn more, take a look at the Cog documentation.

Run this to download the model and run it in your local environment:

docker run -d -p 5000:5000 --gpus=all r8.im/tencentarc/gfpgan@sha256:ae80bbe1adce7d616b8a96ba88a91d3556838d4f2f4da76327638b8e95ea4694
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "img": "https://replicate.delivery/mgxm/6c1f5af2-825c-4ded-a4c1-339a58a0347c/187400981-8a58f7a4-ef61-42d9-af80-bc6234cef860.jpg",
      "scale": 2,
      "version": "v1.3"
    }
  }' \
  http://localhost:5000/predictions

To learn more, take a look at the Cog documentation.

Output

We were unable to load these images. Please make sure the URLs are valid.

{
  "input": "https://replicate.delivery/mgxm/6c1f5af2-825c-4ded-a4c1-339a58a0347c/187400981-8a58f7a4-ef61-42d9-af80-bc6234cef860.jpg",
  "outut": "https://replicate.delivery/mgxm/abab834a-81ec-42f1-a415-7035ae55707a/output.png"
}

Generated in

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