VisionSoC

? 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!