adirik/imagedream:c94d52fa – Run with an API on Replicate

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adirik /imagedream:c94d52fa

Playground API

Input

image

*file

Image to generate a 3D object from.

prompt

*string

Shift + Return to add a new line

Prompt to generate a 3D object.

negative_prompt

string

Shift + Return to add a new line

ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportionsugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions

Prompt for the negative class. If not specified, a random prompt will be used.

Default: "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"

guidance_scale

number

(minimum: 1, maximum: 100)

The scale of the guidance loss. Higher values will result in more accurate meshes but may also result in artifacts.

Default: 5

shading

boolean

Whether to use shading in the generated 3D object. ~40% slower but higher quality with shading.

Default: false

num_steps

integer

(minimum: 5000, maximum: 15000)

Number of iterations to run the model for.

Default: 12500

seed

integer

The seed to use for the generation. If not specified, a random value will be used.

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

npx create-replicate --model=adirik/imagedream

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

const output = await replicate.run(
  "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
  {
    input: {
      shading: false,
      num_steps: 12500,
      guidance_scale: 5,
      negative_prompt: "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }
);

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

output = replicate.run(
    "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    input={
        "shading": False,
        "num_steps": 12500,
        "guidance_scale": 5,
        "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
)
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 adirik/imagedream 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": "adirik/imagedream:c94d52fa6963f1963d3c6856477599a4ae6f41b61b7ab6a2589c2af2c382e5fd",
    "input": {
      "shading": false,
      "num_steps": 12500,
      "guidance_scale": 5,
      "negative_prompt": "ugly, bad anatomy, blurry, pixelated obscure, unnatural colors, poor lighting, dull, and unclear, cropped, lowres, low quality, artifacts, duplicate, morbid, mutilated, poorly drawn face, deformed, dehydrated, bad proportions"
    }
  }' \
  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.