Translation project of CS231N 2017 lecture video
Also see CS231N Website
Fei-Fei Li: http://vision.stanford.edu/feifeili/
Justin Johnson: http://cs.stanford.edu/people/jcjohns/
Serena Yeung: http://ai.stanford.edu/~syyeung/
Any video player with codecs which might be let you watch lectures
Recommendation
Windows : PotPlayer(kakao)
Linux : SM Player
IOS : Whatever you can :(
-
You should download lectures from youtube
- You need a video downloader like 4k video downloader (maybe support most of platforms like Windows, Linux(Ubuntu), MacOS)
- Download this Youtube Playlist with downloader
- If you take "4k video downloader", you can download whole lectures "at once" not "each", with Playlist.
-
and Enjoy videos with Subtitles
root └── eng └── Subtitles in English. └── kor └── Subtitles in Korean.
2018.05.27
Lecture 1 : Complete(Roughly)
Lecture 2 : Complete(Roughly)
Lecture 3 : Complete(Roughly)
Lecture 4 : Complete(Roughly)
Lecture 5 : Complete(Roughly)
Lecture 6 : Complete(Roughly)
Lecture 7 : ****Now Here!****
Lecture 8 : Not Yet
Lecture 9 : Not Yet
...
Please see also
Lecture | Description | Videos(youtube) | Slides | Subtitles |
---|---|---|---|---|
1 | Introduction to Convolutional Neural Networks for Visual Recognition | video | slide | english |
2 | Image Classification | video | slide | english |
3 | Loss Functions and Optimization | video | slide | english |
4 | Introduction to Neural Networks | video | slide | english |
5 | Convolutional Neural Networks | video | slide | english |
6 | Training Neural Networks I | video | slide | english |
7 | Training Neural Networks II | video | slide | english [korean] |
8 | Deep Learning Software | video | slide | english [korean] |
9 | CNN Architectures | video | slide | english [korean] |
10 | Recurrent Neural Networks | video | slide | english [korean] |
11 | Detection and Segmentation | video | slide | english [korean] |
12 | Visualizing and Understanding | video | slide | english [korean] |
13 | Generative Models | video | slide | english [korean] |
14 | Deep Reinforcement Learning | video | slide | english [korean] |
15 | Efficient Methods and Hardware for Deep Learning | video | slide | english [korean] |
16 | Adversarial Examples and Adversarial Training | video | slide | english [korean] |
- Jaewon Lee (Image Processing & Computer Vision Lab, KNU)
- Azure (Image Processing & Computer Vision Lab, KNU)
MIT