camenduru/dust3r:ab987f42 – Run with an API on Replicate

Version

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camenduru /dust3r:ab987f42

Playground API

Input

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

npx create-replicate --model=camenduru/dust3r

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 camenduru/dust3r using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "camenduru/dust3r:ab987f4292e0d332bed3343a84e65cf636b6a9fdf521e320e7b18158d2a4291a",
  {
    input: {
      niter: 300,
      refid: 0,
      winsize: 1,
      cam_size: 0.05,
      mask_sky: false,
      schedule: "linear",
      image_size: 512,
      clean_depth: true,
      min_conf_thr: 3,
      as_pointcloud: false,
      scenegraph_type: "complete",
      transparent_cams: false
    }
  }
);

// 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 camenduru/dust3r using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "camenduru/dust3r:ab987f4292e0d332bed3343a84e65cf636b6a9fdf521e320e7b18158d2a4291a",
    input={
        "niter": 300,
        "refid": 0,
        "winsize": 1,
        "cam_size": 0.05,
        "mask_sky": False,
        "schedule": "linear",
        "image_size": 512,
        "clean_depth": True,
        "min_conf_thr": 3,
        "as_pointcloud": False,
        "scenegraph_type": "complete",
        "transparent_cams": 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 camenduru/dust3r 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": "camenduru/dust3r:ab987f4292e0d332bed3343a84e65cf636b6a9fdf521e320e7b18158d2a4291a",
    "input": {
      "niter": 300,
      "refid": 0,
      "winsize": 1,
      "cam_size": 0.05,
      "mask_sky": false,
      "schedule": "linear",
      "image_size": 512,
      "clean_depth": true,
      "min_conf_thr": 3,
      "as_pointcloud": false,
      "scenegraph_type": "complete",
      "transparent_cams": false
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

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