CS231n_Spring_2019

Previous Years: [Winter 2015] [Winter 2016] [Spring 2017] [Spring 2018]

@ 重庆 於2019年秋季

建议先看笔记，然后按着PPT再看视频 CS231n官方笔记授权翻译

• Homepage：http://cs231n.stanford.edu/

• Syllabus（教学大纲）：http://cs231n.stanford.edu/syllabus.html

• Course Notes ：http://cs231n.github.io/

• 下载github仓库部分文件夹：http://downgit.zhoudaxiaa.com/ 下载github文件夹粘贴入DownGit中，选择download即可;

• Assignments

  • Assignment1
  • Assignment2
  • Assignment3

Contents

• 个人视频笔记

• https://github.com/mbadry1/CS231n-2017-Summary

• CS231n课堂笔记翻译PDF版本、吴恩达深度学习、机器学习笔记

Materials

Videos

• cs231n winter 2016【英文字幕】【youtube】
• 2017中文版斯坦福视觉课CS231n【中文字幕】【bilibili】
• 斯坦福CS231n Spring 2017课程视频
  • 课件地址：Index of /slides/2017
  • 课程视频地址：https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv
  • Bilibili视频地址：斯坦福2017季CS231n深度视觉识别课程视频（by Fei-Fei Li, Justin Johnson, Serena Yeung）（英文字幕）

Slides(PPT)

• 2016
• 2017
• 2019

Reference

CS231n官方笔记授权翻译总集-知乎

cs231n/cs231n.github.io

Assignments

# 配置虚拟环境

pip install -r requirements.txt

# scipy必须装1.2.1才行
pip install scipy==1.2.1

• lightaime/cs231n 2016

• Halfish/cs231n 斯坦福 cs231n 作业代码实践Jupyter Notebook

• bruceoutdoors/CS231n  my assignment solutions for CS231n Convolutional Neural Networks for Visual Recognition Jupyter Notebook

• lightaime/cs231n cs231n assignments

• wjbKimberly/cs231n_spring_2017_assignment My implementations of cs231n 2017 Jupyter Notebook

• mbadry1/CS231n-2017-Summary After watching all the videos of the famous Standford's CS231n course that took place in 2017, i decided to take summ…

License

Copyright (c) ChungKing. All rights reserved.

Licensed under the MIT License.