Face Recognition and Object Classification, Dataset Analysis and Machine Learning Basics
Machine Learning Project, Prof. Shanmughanathan Raman, 2023
Jan ‘23 - Apr ‘24, IIT Gandhinagar
- Designed and implemented a real-time face recognition system using eigenfaces, exploring the nuances of facial recognition algorithms, and evaluated their efficacy on diverse datasets from the Sklearn library of python.
- Worked on dimentionality reduction and objects classification with various Machine Learning Models of Sklearn.
- Crafted a comprehensive Data Narrative, exploring scientific questions on given dataset and their hypotheses along with their scientific answers using Python libraries like Pandas, Seaborn, Numpy, Matplotlib and more.