HCC Machine Learning Course 2022 Spring

This repository contains the Machine Learning materials used for in-class practice in the Human Centric Computing Class (HCC) at National Yang Ming Chiao Tung University (NYCU).

Lab1 - Pokemon Recognition

In this lab, we will perform Pokemon image recognition using scikit-learn.

Lab2 - Deep License Plate Recognition

In this lab, we will perform license plate recognition using a simple Convolutional Neural Network.

Lab3 - Objection Detection: YOLOv3

In this lab, we will perform object detection from scratch using YOLOv3.