codeslake/refvsr-cvpr2022:beaf0c28 – Run with an API on Replicate

Version

You're looking at a specific version of this model. Jump to the model overview.

codeslake /refvsr-cvpr2022:beaf0c28

Playground API

Input

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

npx create-replicate --model=codeslake/refvsr-cvpr2022

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 codeslake/refvsr-cvpr2022 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "codeslake/refvsr-cvpr2022:beaf0c2880ac8aa830cba26eb3e47c85937559aff4ece8eb85ca80377e0fdfbd",
  {
    input: {
      LR: "https://replicate.delivery/mgxm/f358ca02-e31a-4a90-b6b4-1b5250318166/LR.png",
      Ref: "https://replicate.delivery/mgxm/a2959f3a-89e9-412d-b330-45de2b36a3d0/Ref.png"
    }
  }
);
console.log(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 codeslake/refvsr-cvpr2022 using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "codeslake/refvsr-cvpr2022:beaf0c2880ac8aa830cba26eb3e47c85937559aff4ece8eb85ca80377e0fdfbd",
    input={
        "LR": "https://replicate.delivery/mgxm/f358ca02-e31a-4a90-b6b4-1b5250318166/LR.png",
        "Ref": "https://replicate.delivery/mgxm/a2959f3a-89e9-412d-b330-45de2b36a3d0/Ref.png"
    }
)
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 codeslake/refvsr-cvpr2022 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": "beaf0c2880ac8aa830cba26eb3e47c85937559aff4ece8eb85ca80377e0fdfbd",
    "input": {
      "LR": "https://replicate.delivery/mgxm/f358ca02-e31a-4a90-b6b4-1b5250318166/LR.png",
      "Ref": "https://replicate.delivery/mgxm/a2959f3a-89e9-412d-b330-45de2b36a3d0/Ref.png"
    }
  }' \
  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/codeslake/refvsr-cvpr2022@sha256:beaf0c2880ac8aa830cba26eb3e47c85937559aff4ece8eb85ca80377e0fdfbd \
  -i 'LR="https://replicate.delivery/mgxm/f358ca02-e31a-4a90-b6b4-1b5250318166/LR.png"' \
  -i 'Ref="https://replicate.delivery/mgxm/a2959f3a-89e9-412d-b330-45de2b36a3d0/Ref.png"'

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/codeslake/refvsr-cvpr2022@sha256:beaf0c2880ac8aa830cba26eb3e47c85937559aff4ece8eb85ca80377e0fdfbd
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "LR": "https://replicate.delivery/mgxm/f358ca02-e31a-4a90-b6b4-1b5250318166/LR.png",
      "Ref": "https://replicate.delivery/mgxm/a2959f3a-89e9-412d-b330-45de2b36a3d0/Ref.png"
    }
  }' \
  http://localhost:5000/predictions

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

Output

LR_input

SR_output

Generated in

10.6 seconds

Tweak itReport