csslc/ccsr:b66be6a6 | Run with an API on Replicate

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csslc /ccsr:b66be6a6

Playground API

Input

image

*file

Low quality input image.

sr_scale

number

Super-resolution scale.

Default: 4

steps

integer

(minimum: 1, maximum: 500)

Number of sampling steps

Default: 45

tile_diffusion

boolean

If specified, a patch-based sampling strategy for diffusion peocess will be used for sampling.

Default: false

tile_diffusion_size

integer

Size of patch for diffusion process.

Default: 512

tile_diffusion_stride

integer

Stride of sliding patch for diffusion process.

Default: 256

tile_vae

boolean

If specified, a patch-based sampling strategy for the encoder and decoder in VAE will be used.

Default: false

vae_decoder_tile_size

integer

Size of patch for VAE decoder, latent size.

Default: 224

vae_encoder_tile_size

integer

Size of patch for VAE encoder, image size.

Default: 1024

color_fix_type

string

Size of patch.

Default: "adain"

t_max

number

The starting point of uniform sampling strategy.

Default: 0.6667

t_min

number

The ending point of uniform sampling strategy.

Default: 0.3333

seed

integer

Random seed. Leave blank to randomize the seed

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

npx create-replicate --model=csslc/ccsr

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

const output = await replicate.run(
  "csslc/ccsr:b66be6a6d779e57163b0489329f50ea4b56bcbcc7b3d48ef39bae6b812a7f947",
  {
    input: {
      steps: 45,
      t_max: 0.6667,
      t_min: 0.3333,
      sr_scale: 4,
      tile_vae: false,
      color_fix_type: "adain",
      tile_diffusion: false,
      tile_diffusion_size: 512,
      tile_diffusion_stride: 256,
      vae_decoder_tile_size: 224,
      vae_encoder_tile_size: 1024
    }
  }
);

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

output = replicate.run(
    "csslc/ccsr:b66be6a6d779e57163b0489329f50ea4b56bcbcc7b3d48ef39bae6b812a7f947",
    input={
        "steps": 45,
        "t_max": 0.6667,
        "t_min": 0.3333,
        "sr_scale": 4,
        "tile_vae": False,
        "color_fix_type": "adain",
        "tile_diffusion": False,
        "tile_diffusion_size": 512,
        "tile_diffusion_stride": 256,
        "vae_decoder_tile_size": 224,
        "vae_encoder_tile_size": 1024
    }
)
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 csslc/ccsr 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": "csslc/ccsr:b66be6a6d779e57163b0489329f50ea4b56bcbcc7b3d48ef39bae6b812a7f947",
    "input": {
      "steps": 45,
      "t_max": 0.6667,
      "t_min": 0.3333,
      "sr_scale": 4,
      "tile_vae": false,
      "color_fix_type": "adain",
      "tile_diffusion": false,
      "tile_diffusion_size": 512,
      "tile_diffusion_stride": 256,
      "vae_decoder_tile_size": 224,
      "vae_encoder_tile_size": 1024
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

No output yet! Press "Submit" to start a prediction.