MSc AI Course Projects

This repository collects homework assignments, final projects, and reports from my MSc in Artificial Intelligence at the University of Isfahan. Code is primarily in MATLAB, Python, and Jupyter notebooks, with accompanying PDFs and result images. Papers included here are not authored by me; they are referenced for coursework, with summaries/explanations in my reports.

Repository Structure

• Digital-Image-Processing/: Homework and final project for digital image processing (MATLAB), with results and reports.
• Evolutionary-Computation/: Three assignments and a final project in evolutionary computation (Python, reports, and experiment data).
• Machine-Learning/: Four homeworks and two final projects (Mask R-CNN and Context R-CNN) including code, notebooks, and reports.
• Machine-Vision/: Homeworks and final project for machine vision (Jupyter notebooks, images, reports).
• NLP/: Four assignments plus a paper; solutions include notebooks, CSVs, and reports.
• Speech-Processing/: Speech assignments, presentations, and reports.

Common Requirements

• Python 3.9+ for most code and notebooks (typical packages: numpy, pandas, scikit-learn, matplotlib; deep-learning parts may use torch or tensorflow).
• MATLAB for image-processing assignments.
• Jupyter Notebook to run .ipynb files.

Notes

• Papers in the repository are third-party publications used for coursework review; my contributions are the summaries/explanations in the accompanying reports.