Image Background Removal and Transformation Tool

Welcome to the Image Background Removal and Transformation Tool! This project is a Python-based application that allows you to easily remove image backgrounds and apply transformations like converting images to 8-bit or Black and White. The tool is built using the rembg library, Pillow, and Jupyter widgets for a user-friendly interactive experience.

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Features

1. Background Removal:

   • Removes the background from uploaded images seamlessly.

2. Image Transformations:

   • 8-Bit Conversion: Transforms the image into a retro 8-bit style.
   • Black and White: Converts the image to grayscale.

3. Interactive UI:

   • Powered by Jupyter widgets for easy image upload, processing, and display.

4. Save Processed Images:

   • Save the transformed image locally as processed_image.png.

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File and Folder Structure

ImageProcessor/
├── main.py                      # Main script for the tool
├── requirements.txt             # Dependencies for the project
├── README.md                    # Documentation for the project

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Installation Instructions

1. Clone the Repository:

   git clone https://github.com/thekartikeyamishra/ImageProcessor.git
   cd ImageProcessor

2. Set Up Virtual Environment (Optional):

   python -m venv .venv
   source .venv/bin/activate  # On Windows: .venv\Scripts\activate

3. Install Dependencies:

   pip install -r requirements.txt

4. Run the Application: Open a Jupyter Notebook and run the main.py script.

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Requirements

The project uses the following Python libraries:

• rembg: For background removal.
• Pillow: For image processing and transformations.
• ipywidgets: For building an interactive UI in Jupyter.
• IPython: To display widgets and outputs.

Install them using:

pip install rembg pillow ipywidgets IPython

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How to Use

1. Open the Tool: Launch the Jupyter Notebook and execute the script.

2. Upload an Image: Use the File Upload widget to select an image.

3. Choose a Transformation:

   • Original (Background removed): Removes the image background.
   • 8-Bit: Converts the image to an 8-bit style.
   • Black and White: Converts the image to grayscale.

4. Process the Image: Click the Process Image button to apply the selected transformation.

5. View and Save:

   • The tool displays the original and processed images.
   • The processed image is saved locally as processed_image.png.

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Future Enhancements

1. Batch Processing:

   • Support for uploading and processing multiple images simultaneously.

2. Additional Transformations:

   • Add filters like sepia, blur, or edge detection.

3. Web App:

   • Convert the tool into a web application for broader accessibility.

4. Mobile Compatibility:

   • Develop a mobile version for on-the-go image processing.

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Contribute

Contributions are welcome! If you have ideas for new features or enhancements:

1. Fork the repository.
2. Make your changes.
3. Submit a pull request.

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Support

If you find this project useful, consider giving it a ⭐ on GitHub: Image Background Removal and Transformation Tool.

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Enjoy transforming your images! 🚀