cjwbw / rembg

Remove images background

Warm

Public
8.3M runs
L40S
GitHub
License

Run with an API

Playground API Examples README Versions

Input

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

npx create-replicate --model=cjwbw/rembg

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

const output = await replicate.run(
  "cjwbw/rembg:fb8af171cfa1616ddcf1242c093f9c46bcada5ad4cf6f2fbe8b81b330ec5c003",
  {
    input: {
      image: "https://replicate.delivery/pbxt/Ho28olmw8dnOffOz7yjuPK6UGsOPqFUfpCnq1ur8zaAKxiPH/animal-1.jpeg"
    }
  }
);
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 cjwbw/rembg using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "cjwbw/rembg:fb8af171cfa1616ddcf1242c093f9c46bcada5ad4cf6f2fbe8b81b330ec5c003",
    input={
        "image": "https://replicate.delivery/pbxt/Ho28olmw8dnOffOz7yjuPK6UGsOPqFUfpCnq1ur8zaAKxiPH/animal-1.jpeg"
    }
)
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 cjwbw/rembg 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": "fb8af171cfa1616ddcf1242c093f9c46bcada5ad4cf6f2fbe8b81b330ec5c003",
    "input": {
      "image": "https://replicate.delivery/pbxt/Ho28olmw8dnOffOz7yjuPK6UGsOPqFUfpCnq1ur8zaAKxiPH/animal-1.jpeg"
    }
  }' \
  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/cjwbw/rembg@sha256:fb8af171cfa1616ddcf1242c093f9c46bcada5ad4cf6f2fbe8b81b330ec5c003 \
  -i 'image="https://replicate.delivery/pbxt/Ho28olmw8dnOffOz7yjuPK6UGsOPqFUfpCnq1ur8zaAKxiPH/animal-1.jpeg"'

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/cjwbw/rembg@sha256:fb8af171cfa1616ddcf1242c093f9c46bcada5ad4cf6f2fbe8b81b330ec5c003
curl -s -X POST \
  -H "Content-Type: application/json" \
  -d $'{
    "input": {
      "image": "https://replicate.delivery/pbxt/Ho28olmw8dnOffOz7yjuPK6UGsOPqFUfpCnq1ur8zaAKxiPH/animal-1.jpeg"
    }
  }' \
  http://localhost:5000/predictions

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

Output

Generated in

3.9 seconds

Tweak itReport

This example was created by a different version, cjwbw/rembg:34bd50c3.

Examples

View more examples

Run time and cost

This model costs approximately $0.0065 to run on Replicate, or 153 runs per $1, but this varies depending on your inputs. It is also open source and you can run it on your own computer with Docker.

This model runs on Nvidia L40S GPU hardware. Predictions typically complete within 7 seconds.

cjwbw / rembg

Input

Output

Examples

Run time and cost

Readme

Rembg

License

Logs (g6t5gk75n5dzdbroexxahqgs3a)