williamvongphan / linalg_final

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Image Reconstruction Using Linear Algebra

This project explores multiple methods of image reconstruction using linear algebra. The methods explored are:

• Regularized Least Squares
• Convex LASSO
• Stable Diffusion

How to Run

1. Clone the repository
2. Install dependencies (numpy, scipy, cvxpy, python-dotenv)
3. Run python3 main.py

Results

Original Image

Regularized Least Squares

Convex LASSO

Stable Diffusion