rembg

<p align="center">
  <img src="logo.png" alt="Rembg Logo" width="600" />
</p>

<div align="center">
  <p align="center">Rembg is a tool to remove image backgrounds. It can be used as a CLI, Python library, HTTP server, or Docker container.</p>
  <div style="display: flex; flex-direction: row; justify-content: center; gap: 8px; flex-wrap: wrap; margin-top: 8px;">
    <a href="https://img.shields.io/badge/License-MIT-blue.svg"><img src="https://img.shields.io/badge/License-MIT-blue.svg" alt="License" /></a>
    <a href="https://huggingface.co/spaces/KenjieDec/RemBG"><img src="https://img.shields.io/badge/🤗%20Hugging%20Face-Spaces-blue" alt="Hugging Face Spaces" /></a>
    <a href="https://bgremoval.streamlit.app/"><img src="https://img.shields.io/badge/🎈%20Streamlit%20Community-Cloud-blue" alt="Streamlit App" /></a>
    <a href="https://colab.research.google.com/github/danielgatis/rembg/blob/main/rembg.ipynb"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open in Colab" /></a>
    <a href="https://repomapr.com/danielgatis/rembg"><img src="https://img.shields.io/badge/RepoMapr-View_Interactive_Diagram-blue?style=flat&logo=github" alt="RepoMapr" /></a>
  </div>
</div>

<br/>

<p align="center">
    <a href="https://trendshift.io/repositories/2846" target="_blank">
        <img src="https://trendshift.io/api/badge/repositories/2846" alt="danielgatis%2Frembg | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/>
    </a>
</p>

## Sponsors

<table>
 <tr>
    <td align="center" vertical-align="center">
      <a href="https://photoroom.com/api/remove-background?utm_source=rembg&utm_medium=github_webpage&utm_campaign=sponsor" >
        <img src="https://www.photoroom.com/favicons/apple-touch-icon.png" width="120px;" alt="PhotoRoom" />
      </a>
    </td>
    <td align="center" vertical-align="center">
      <b>PhotoRoom Remove Background API</b>
      <br />
      <a href="https://photoroom.com/api/remove-background?utm_source=rembg&utm_medium=github_webpage&utm_campaign=sponsor">https://photoroom.com/api</a>
      <br />
      <p width="200px">
        Fast and accurate background remover API<br/>
      </p>
    </td>
  </tr>
</table>

**If this project has helped you, please consider making a [donation](https://www.buymeacoffee.com/danielgatis).**

## Requirements

```text
python: >=3.11, <3.14
```

## Installation

Choose **one** of the following backends based on your hardware:

### CPU support

```bash
pip install "rembg[cpu]" # for library
pip install "rembg[cpu,cli]" # for library + cli
```

### GPU support (NVIDIA/CUDA)

First, check if your system supports `onnxruntime-gpu` by visiting [onnxruntime.ai](https://onnxruntime.ai/getting-started) and reviewing the installation matrix.

<p style="display: flex;align-items: center;justify-content: center;">
  <img alt="onnxruntime-installation-matrix" src="./onnxruntime-installation-matrix.png" width="400" />
</p>

If your system is compatible, run:

```bas