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Taosif1102 / repository
An AI-powered Python tool using Machine Learning for automated background removal. Utilizing deep neural networks (U2-Net), it provides high-precision image segmentation and transparency masks. Perfect for developers exploring Computer Vision and Deep Learning. Effortless, fast, and professional-grade background erasure
An AI-powered Python tool using Machine Learning for automated background removal. Utilizing deep neural networks (U2-Net), it provides high-precision image segmentation and transparency masks. Perfect for developers exploring Computer Vision and Deep Learning. Effortless, fast, and professional-grade background erasure.
rembg, pillow, and onnxruntime.Clone the repository:
git clone https://github.com/Taosif1102/ML-Powered-AI-Background-Remover.gitML-Powered-AI-Background-Remover.git
cd ML-Powered-AI-Background-Remover
create a virtual environment:
python -m venv venv
activate the virtual environment:
venv\Scripts\activate
Install dependencies:
pip install -r requirements.txt
test.png) in the project folder.python rmbg.py
test_output.png with a transparent background.Contributions are welcome! Feel free to open issues or submit pull requests to enhance the project.
This project is open-source and available under the standard MIT License.
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