Resources
Class Schedule
1st week
02/15 Overview and Introduction
2nd week
02/22 Convolutional Neural Networks
3rd week
03/01 AlexNet: Image Classification with Deep Convolutional Neural Networks
4th week
03/08 ResNet: Deep Residual Learning for Image Recognition
5th week
03/15 Transfer Learning
6th week
03/22 1st Midterm Project Demonstration & Presentation
7th week
03/29 Foundations of Object Detection
8th week
04/05 Spring break
9th week
04/12 YOLO: Unified, Real-time Object Detection
10th week
04/19 YOLOv4: Optimal Speed and Accuracy of Object Detection
11th week
04/26 U-Net: Convolutional Networks for Biomedical Image Segmentation
12th week
05/03 2nd Midterm Project Demonstration & Presentation
13th week
05/10 Generative Adversarial Network (GAN)
14th week
05/17 Generative Adversarial Network (GAN)
15th week
05/24 Generative Adversarial Network (GAN)
16th week
05/31 Generative Adversarial Network (GAN)
17th week
06/07 Final Project Demonstration & Presentation