Notes and slides for Stanford CS231n 2021 & 2022 in English. I merged the contents together to get a better version. Assignments are not included.
斯坦福cs231n的课程笔记(英文版本，不含实验代码)，将2021与2022两年的课程进行了合并，分享以供交流。
2022 Course Website: Stanford University CS231n: Deep Learning for Computer Vision
2021 Course Website: Stanford University CS231n: Convolutional Neural Networks for Visual Recognition
2021 Videos (Chinese): cs231n(2021) Lecture 1a_bilibili
Chapter 1-5 arranged according to 2021 course, referencing 2022 course.
Chapter 6-18 arranged according to 2022 course.
| Topic | Chapter |
|---|---|
| Deep Learning Basics | 2 - 4 |
| Perceiving and Understanding the Visual World | 5 - 12 |
| Reconstructing and Interacting with the Visual World | 13 - 16 |
| Human-Centered Applications and Implications | 17 - 18 |