Principle_of_AI_2023

This repository contains multiple projects & practice completed as part of the coursework for Principle of Artificial Intelligence (2023 fall), Tsinghua University. Each project focuses on different aspects of machine learning, and data analysis.

Project List

Project 1: [Project Title]

• Description: Briefly describe the project.
• Key Objectives: List the goals or tasks of the project.
• Project Folder:

Project 2: Image Classification

• Description: This project focuses on binary and five-class image classification tasks using a facial image dataset. The dataset contains 50,000 images (178x218x3 in JPG format) with 40 head-related features.
• Key Objectives:
  • Binary Classification: Classify images based on whether the person is smiling.
  • Five-class Classification: Classify images based on the person’s hair color (Black, Blond, Brown, Gray, Others).
• Project Folder: image classification

How to Use

Clone the repository and navigate to each project folder for individual instructions and files. Each project folder contains a detailed README with instructions on how to run the code and analyze results.