google-research/frame-interpolation:4f88a16a – Run with an API on Replicate

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google-research /frame-interpolation:4f88a16a

Playground API

Input

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

npx create-replicate --model=google-research/frame-interpolation

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 google-research/frame-interpolation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "google-research/frame-interpolation:4f88a16a13673a8b589c18866e540556170a5bcb2ccdc12de556e800e9456d3d",
  {
    input: {
      frame1: "https://replicate.delivery/mgxm/5de85319-a354-4178-a2b0-aab4a65fa480/start.png",
      frame2: "https://replicate.delivery/mgxm/aebabf54-c730-4efe-857d-1182960918d4/end.png",
      times_to_interpolate: 7
    }
  }
);
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 google-research/frame-interpolation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "google-research/frame-interpolation:4f88a16a13673a8b589c18866e540556170a5bcb2ccdc12de556e800e9456d3d",
    input={
        "frame1": "https://replicate.delivery/mgxm/5de85319-a354-4178-a2b0-aab4a65fa480/start.png",
        "frame2": "https://replicate.delivery/mgxm/aebabf54-c730-4efe-857d-1182960918d4/end.png",
        "times_to_interpolate": 7
    }
)
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 google-research/frame-interpolation 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": "4f88a16a13673a8b589c18866e540556170a5bcb2ccdc12de556e800e9456d3d",
    "input": {
      "frame1": "https://replicate.delivery/mgxm/5de85319-a354-4178-a2b0-aab4a65fa480/start.png",
      "frame2": "https://replicate.delivery/mgxm/aebabf54-c730-4efe-857d-1182960918d4/end.png",
      "times_to_interpolate": 7
    }
  }' \
  https://api.replicate.com/v1/predictions

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

You can run this model locally using Cog. First, install Cog:

brew install cog

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

Run this to download the model and run it in your local environment:

cog predict r8.im/google-research/frame-interpolation@sha256:4f88a16a13673a8b589c18866e540556170a5bcb2ccdc12de556e800e9456d3d \
  -i 'frame1="https://replicate.delivery/mgxm/5de85319-a354-4178-a2b0-aab4a65fa480/start.png"' \
  -i 'frame2="https://replicate.delivery/mgxm/aebabf54-c730-4efe-857d-1182960918d4/end.png"' \
  -i 'times_to_interpolate=7'

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

Run this to download the model and run it in your local environment:

docker run -d -p 5000:5000 --gpus=all r8.im/google-research/frame-interpolation@sha256:4f88a16a13673a8b589c18866e540556170a5bcb2ccdc12de556e800e9456d3d
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "frame1": "https://replicate.delivery/mgxm/5de85319-a354-4178-a2b0-aab4a65fa480/start.png",
      "frame2": "https://replicate.delivery/mgxm/aebabf54-c730-4efe-857d-1182960918d4/end.png",
      "times_to_interpolate": 7
    }
  }' \
  http://localhost:5000/predictions

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

Output

Generated in

50.0 seconds

Tweak itReport

This example was created by a different version, google-research/frame-interpolation:53bc438f.