iordcalin/material-transfer:2f640c88 – Run with an API on Replicate

Version

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iordcalin /material-transfer:2f640c88

Playground API

Input

material_image

*file

Material to transfer to the input image

subject_image

*file

Subject image to transfer the material to

prompt

string

Shift + Return to add a new line

Use a prompt that describe the image when the material is applied

Default: "marble sculpture"

negative_prompt

string

Shift + Return to add a new line

What you do not want to see in the image

Default: ""

guidance_scale

number

(minimum: 1, maximum: 10)

Guidance scale for the diffusion process

Default: 2

steps

integer

Number of steps. 6 steps gives good results, but try increasing to 15 or 20 if you need more detail

Default: 6

max_width

integer

Max width of the output image

Default: 1920

max_height

integer

Max height of the output image

Default: 1920

material_strength

string

Strength of the material

Default: "medium"

return_intermediate_images

boolean

Return intermediate images like mask, and annotated images. Useful for debugging.

Default: false

seed

integer

Set a seed for reproducibility. Random by default.

output_format

string

Format of the output images

Default: "webp"

output_quality

integer

(minimum: 0, maximum: 100)

Quality of the output images, from 0 to 100. 100 is best quality, 0 is lowest quality.

Default: 80

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

npx create-replicate --model=iordcalin/material-transfer

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 iordcalin/material-transfer using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "iordcalin/material-transfer:2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0",
  {
    input: {
      steps: 6,
      prompt: "marble sculpture",
      max_width: 1920,
      max_height: 1920,
      output_format: "webp",
      guidance_scale: 2,
      output_quality: 80,
      negative_prompt: "",
      material_strength: "medium",
      return_intermediate_images: false
    }
  }
);
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 iordcalin/material-transfer using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "iordcalin/material-transfer:2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0",
    input={
        "steps": 6,
        "prompt": "marble sculpture",
        "max_width": 1920,
        "max_height": 1920,
        "output_format": "webp",
        "guidance_scale": 2,
        "output_quality": 80,
        "negative_prompt": "",
        "material_strength": "medium",
        "return_intermediate_images": False
    }
)
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 iordcalin/material-transfer 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": "2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0",
    "input": {
      "steps": 6,
      "prompt": "marble sculpture",
      "max_width": 1920,
      "max_height": 1920,
      "output_format": "webp",
      "guidance_scale": 2,
      "output_quality": 80,
      "negative_prompt": "",
      "material_strength": "medium",
      "return_intermediate_images": false
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Install Cog

brew install cog

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

Pull and run iordcalin/material-transfer using Cog (this will download the full model and run it in your local environment):

cog predict r8.im/fofr/material-transfer@sha256:2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0 \
  -i 'steps=6' \
  -i 'prompt="marble sculpture"' \
  -i 'max_width=1920' \
  -i 'max_height=1920' \
  -i 'output_format="webp"' \
  -i 'guidance_scale=2' \
  -i 'output_quality=80' \
  -i 'negative_prompt=""' \
  -i 'material_strength="medium"' \
  -i 'return_intermediate_images=false'

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

Pull and run iordcalin/material-transfer using Docker (this will download the full model and run it in your local environment):

docker run -d -p 5000:5000 --gpus=all r8.im/fofr/material-transfer@sha256:2f640c887323bae445f8b5154d010b2d31c336dd5f3a1d85acd5ae04d215dea0
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "steps": 6,
      "prompt": "marble sculpture",
      "max_width": 1920,
      "max_height": 1920,
      "output_format": "webp",
      "guidance_scale": 2,
      "output_quality": 80,
      "negative_prompt": "",
      "material_strength": "medium",
      "return_intermediate_images": false
    }
  }' \
  http://localhost:5000/predictions

Output

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