cjwbw/resshift:3592f992 | Run with an API on Replicate

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cjwbw /resshift:3592f992

Playground API

Input

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

npx create-replicate --model=cjwbw/resshift

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";
import fs from "node:fs";

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

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

const output = await replicate.run(
  "cjwbw/resshift:3592f9923723132ea2da2209ca8762f030c52b06b9c2d8f709cd4fa97187d201",
  {
    input: {
      task: "realsrx4",
      image: "https://replicate.delivery/pbxt/JHFWRZMpgOu7jvS2Ag6pj7vXOdjJx2zYkKcqDpiVwcOp7gcx/comic1.png",
      scale: 4,
      chop_size: 512
    }
  }
);

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

output = replicate.run(
    "cjwbw/resshift:3592f9923723132ea2da2209ca8762f030c52b06b9c2d8f709cd4fa97187d201",
    input={
        "task": "realsrx4",
        "image": "https://replicate.delivery/pbxt/JHFWRZMpgOu7jvS2Ag6pj7vXOdjJx2zYkKcqDpiVwcOp7gcx/comic1.png",
        "scale": 4,
        "chop_size": 512
    }
)
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 cjwbw/resshift 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": "cjwbw/resshift:3592f9923723132ea2da2209ca8762f030c52b06b9c2d8f709cd4fa97187d201",
    "input": {
      "task": "realsrx4",
      "image": "https://replicate.delivery/pbxt/JHFWRZMpgOu7jvS2Ag6pj7vXOdjJx2zYkKcqDpiVwcOp7gcx/comic1.png",
      "scale": 4,
      "chop_size": 512
    }
  }' \
  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/chenxwh/resshift@sha256:3592f9923723132ea2da2209ca8762f030c52b06b9c2d8f709cd4fa97187d201 \
  -i 'task="realsrx4"' \
  -i 'image="https://replicate.delivery/pbxt/JHFWRZMpgOu7jvS2Ag6pj7vXOdjJx2zYkKcqDpiVwcOp7gcx/comic1.png"' \
  -i 'scale=4' \
  -i 'chop_size=512'

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/chenxwh/resshift@sha256:3592f9923723132ea2da2209ca8762f030c52b06b9c2d8f709cd4fa97187d201
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "task": "realsrx4",
      "image": "https://replicate.delivery/pbxt/JHFWRZMpgOu7jvS2Ag6pj7vXOdjJx2zYkKcqDpiVwcOp7gcx/comic1.png",
      "scale": 4,
      "chop_size": 512
    }
  }' \
  http://localhost:5000/predictions

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

Output

Generated in

19.8 seconds

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