About

  • Hybrid Image Enhancement Platform: Developed a comprehensive web application designed to restore low-light and degraded images by integrating classical image processing algorithms with state-of-the-art Deep Learning models.

  • Full-Stack Architecture: Built a robust system featuring a high-performance FastAPI backend for heavy image processing tasks and a dynamic React.js frontend for real-time visualization and comparative analysis.

  • Research to Production Pipeline: Leveraged Google Colab environments for rapid model prototyping and training, establishing a seamless workflow to deploy experimental models into a production-ready web interface.

  • Interactive Visualization Tools: Engineered a user-centric dashboard that allows researchers to apply various enhancement techniques side-by-side, enabling immediate visual assessment of algorithmic performance.

Technologies Used

React.js
React.js
Python
Python
Git
Git
SQL
SQL
Docker
Docker

Project Links

Project Timeline

Start Date

13.11.2025

End Date

11.12.2025