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https://github.com/thekartikeyamishra/imageprocessor
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.
https://github.com/thekartikeyamishra/imageprocessor
image-processing imagemanipulation ipython ipywidgets pillow python rembg
Last synced: 17 days ago
JSON representation
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.
- Host: GitHub
- URL: https://github.com/thekartikeyamishra/imageprocessor
- Owner: thekartikeyamishra
- Created: 2025-01-05T07:33:28.000Z (17 days ago)
- Default Branch: main
- Last Pushed: 2025-01-05T07:36:36.000Z (17 days ago)
- Last Synced: 2025-01-05T08:24:26.176Z (17 days ago)
- Topics: image-processing, imagemanipulation, ipython, ipywidgets, pillow, python, rembg
- Language: Python
- Homepage:
- Size: 0 Bytes
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
### **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.
---
### **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`.
---
### **File and Folder Structure**
```bash
ImageProcessor/
├── main.py # Main script for the tool
├── requirements.txt # Dependencies for the project
├── README.md # Documentation for the project
```
---
### **Installation Instructions**
1. **Clone the Repository**:
```bash
git clone https://github.com/thekartikeyamishra/ImageProcessor.git
cd ImageProcessor
```
2. **Set Up Virtual Environment (Optional)**:
```bash
python -m venv .venv
source .venv/bin/activate # On Windows: .venv\Scripts\activate
```
3. **Install Dependencies**:
```bash
pip install -r requirements.txt
```
4. **Run the Application**:
Open a Jupyter Notebook and run the `main.py` script.
---
### **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:
```bash
pip install rembg pillow ipywidgets IPython
```
---
### **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`.
---
### **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.
---
### **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.
---
### **Support**
If you find this project useful, consider giving it a ⭐ on GitHub: [Image Background Removal and Transformation Tool](https://github.com/your-username/ImageProcessor).
---
Enjoy transforming your images! 🚀