🌟 VisionSoC

Welcome to VisionSoC, your go-to image enhancement application powered by ESRGAN (Enhanced Super-Resolution Generative Adversarial Networks). Built with Python and featuring a sleek web interface, VisionSoC brings cutting-edge image quality improvement right to your fingertips!

✨ Features

• 🖼️ Stunning Image Enhancement: Achieve high-quality image upscaling using the advanced ESRGAN model.
• 🔧 Modular Architecture: Seamlessly integrates multiple Python libraries for optimal performance:
  • 🖥️ cv2 for advanced image processing.
  • 🔢 numpy for efficient numerical operations.
  • ⚙️ torch for deep learning and model implementation.
  • 🌐 flask for connecting the frontend and backend.
• 💻 Modern Web Interface: Enjoy a user-friendly experience with a clean design, built using HTML, CSS, and JavaScript.

🛠️ Technologies Used

• Backend: Python

  • 🔧 torch
  • 🖼️ cv2
  • 🔢 numpy
  • 🌐 flask

• Frontend: HTML, CSS, JavaScript

🚀 Installation and Setup

1. Clone the repository:

   git clone https://github.com/sibisiddharth8/VisionSoC.git
   cd VisionSoC
   

2. Install required Python libraries:

   pip install flask torch opencv-python numpy
   

3. Run the application:

   python test.py
   

4. Access the app: Open your browser and navigate to http://127.0.0.1:5000/.

🎨 How to Use

1. Upload an image via the web interface.
2. Enhance the image with the power of ESRGAN.
3. Download or view your newly enhanced image.

👥 Meet the Team

This project is brought to you by:

• Sibi Siddharth S
• Srinivasan R
• PraveenKumar S
• Surya B
• Arivumani A

📄 License

VisionSoC is licensed under the GNU General Public License (GPL). For more details, see the LICENSE file.

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Elevate your images with VisionSoC and experience the future of image enhancement today!