deepankarvarma / background-remover-using-python

This repository contains a Python application built with Streamlit that allows users to remove the background from uploaded images. It utilizes computer vision techniques and the rembg library to automatically remove backgrounds, providing users with a seamless and efficient solution.

Background Remover Using Python

This repository contains a Python application built with Streamlit that allows users to remove the background from uploaded images. It utilizes the power of computer vision and a background removal library called rembg.

Live Demo

Check out the live demo of the application hosted on Streamlit: Background Remover

Features

• Upload an image (JPEG, JPG, or PNG) to remove the background
• Automatic background removal using the rembg library
• Display the original image and the background-removed image side by side

Installation

To run the application locally, follow these steps:

1. Clone the repository:

git clone https://github.com/deepankarvarma/background-remover.git

2. Navigate to the project directory:

cd background-remover

3. Install the dependencies:

pip install -r requirements.txt

4. Run the application:

streamlit run app.py

5. Access the application in your web browser at http://localhost:8501

Usage

1. Open the application in your web browser.
2. Click on the "Upload an image" button.
3. Select an image file (JPEG, JPG, or PNG) from your local machine.
4. The application will display the original image and the background-removed image side by side.
5. Marvel at the magic of background removal!

Contributing

Contributions are welcome! If you encounter any issues or have suggestions for improvements, please feel free to open an issue or submit a pull request.

License

This project is licensed under the MIT License.

Acknowledgments

This application utilizes the following libraries:

• Streamlit: streamlit/streamlit
• OpenCV: opencv/opencv
• rembg: danielgatis/rembg

A special thanks to the developers and contributors of these fantastic open-source projects.

About the Author

This project is developed and maintained by Deepankar Varma. You can find more of my work on GitHub.

Feel free to reach out with any questions or feedback!

Enjoy removing backgrounds with ease!