Resources
Class Schedule
1st week
02/24 Overview and Introduction
2nd week
03/03 BackPropagation
3rd week
03/10 Convolutional Neural Networks
4th week
03/17 AlexNet: Image Classification with Deep Convolutional Neural Networks
5th week
03/24 ResNet and Transfer Learning
6th week
03/31 1st Midterm Project Demonstration & Presentation
7th week
04/07 Spring break
8th week
04/14 因出席國際會議，本次課程暫停(6月16日補課)
9th week
04/21 Visual Recognition: Segmentation
10th week
04/28 Visual Recognition: Segmentation
11th week
05/05 Visual Recognition: Object Detection
12th week
05/12 2nd Midterm Project Demonstration & Presentation
13th week
05/19 Vision Language Models
14th week
05/26 Vision Language Models
15th week
06/02 Generative Models
16th week
06/09 Final Project Demonstration & Presentation
17th week
06/16 Generative Models