mbukerepo/live-portrait:55392f84 | Run with an API on Replicate

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mbukerepo /live-portrait:55392f84

Playground API

Input

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

npx create-replicate --model=mbukerepo/live-portrait

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 mbukerepo/live-portrait using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "mbukerepo/live-portrait:55392f840e8bfdc7af4d6139c67b6e713725e2b51dca63b53b499717902ea584",
  {
    input: {
      flag_pasteback: true,
      input_image_path: "https://replicate.delivery/pbxt/LENuJxQtTDy21AqLGeIPFR2aWRMUvUUIuzlMWqGAuDQS2T9Y/s9.jpg",
      input_video_path: "https://replicate.delivery/pbxt/LENuJTpAkCkWI1pYnnV8hKJjC1jjUBzw8X6lHt111cliA4WV/d2.mp4",
      flag_do_crop_input: true,
      flag_relative_input: true
    }
  }
);

// 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 mbukerepo/live-portrait using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "mbukerepo/live-portrait:55392f840e8bfdc7af4d6139c67b6e713725e2b51dca63b53b499717902ea584",
    input={
        "flag_pasteback": True,
        "input_image_path": "https://replicate.delivery/pbxt/LENuJxQtTDy21AqLGeIPFR2aWRMUvUUIuzlMWqGAuDQS2T9Y/s9.jpg",
        "input_video_path": "https://replicate.delivery/pbxt/LENuJTpAkCkWI1pYnnV8hKJjC1jjUBzw8X6lHt111cliA4WV/d2.mp4",
        "flag_do_crop_input": True,
        "flag_relative_input": True
    }
)
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 mbukerepo/live-portrait 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": "mbukerepo/live-portrait:55392f840e8bfdc7af4d6139c67b6e713725e2b51dca63b53b499717902ea584",
    "input": {
      "flag_pasteback": true,
      "input_image_path": "https://replicate.delivery/pbxt/LENuJxQtTDy21AqLGeIPFR2aWRMUvUUIuzlMWqGAuDQS2T9Y/s9.jpg",
      "input_video_path": "https://replicate.delivery/pbxt/LENuJTpAkCkWI1pYnnV8hKJjC1jjUBzw8X6lHt111cliA4WV/d2.mp4",
      "flag_do_crop_input": true,
      "flag_relative_input": true
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2024-07-08T06:56:53.473924Z",
  "created_at": "2024-07-08T06:55:30.010000Z",
  "data_removed": false,
  "error": null,
  "id": "f317x2t6v9rgg0cgj4gb2sb9sr",
  "input": {
    "flag_pasteback": true,
    "input_image_path": "https://replicate.delivery/pbxt/LENuJxQtTDy21AqLGeIPFR2aWRMUvUUIuzlMWqGAuDQS2T9Y/s9.jpg",
    "input_video_path": "https://replicate.delivery/pbxt/LENuJTpAkCkWI1pYnnV8hKJjC1jjUBzw8X6lHt111cliA4WV/d2.mp4",
    "flag_do_crop_input": true,
    "flag_relative_input": true
  },
  "logs": "[06:56:47] Load source image from                   live_portrait_pipeline.py:46\n/tmp/tmpdv2p6edks9.jpg\n/root/.pyenv/versions/3.10.14/lib/python3.10/site-packages/torch/nn/modules/conv.py:456: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)\nreturn F.conv2d(input, weight, bias, self.stride,\n[06:56:50] Load from video file (mp4 mov avi        live_portrait_pipeline.py:72\netc...): /tmp/tmptlq05lfad2.mp4\n/root/.pyenv/versions/3.10.14/lib/python3.10/site-packages/torch/nn/modules/conv.py:605: UserWarning: Plan failed with a cudnnException: CUDNN_BACKEND_EXECUTION_PLAN_DESCRIPTOR: cudnnFinalize Descriptor Failed cudnn_status: CUDNN_STATUS_NOT_SUPPORTED (Triggered internally at ../aten/src/ATen/native/cudnn/Conv_v8.cpp:919.)\nreturn F.conv3d(\nAnimating... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nConcatenating result... ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 100% 0:00:00\nDump to /tmp/tmpdv2p6edks9--tmptlq05lfad2_concat.mp4\nDump to /tmp/tmpdv2p6edks9--tmptlq05lfad2.mp4",
  "metrics": {
    "predict_time": 6.680969105,
    "total_time": 83.463924
  },
  "output": "https://replicate.delivery/pbxt/lZw5ir274ZadNZltYlOOtmdO3e6qSJIv574ozcyOpNOafTGTA/tmpdv2p6edks9--tmptlq05lfad2.mp4",
  "started_at": "2024-07-08T06:56:46.792955Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/f317x2t6v9rgg0cgj4gb2sb9sr",
    "cancel": "https://api.replicate.com/v1/predictions/f317x2t6v9rgg0cgj4gb2sb9sr/cancel"
  },
  "version": "55392f840e8bfdc7af4d6139c67b6e713725e2b51dca63b53b499717902ea584"
}

Generated in

6.7 seconds

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