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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.

fei-aiart/courses

课件：数字图像处理，深度学习，计算机视觉，机器学习

35No licenceHTML

View on GitHub Website

Stars: 477
Forks: 98
Watchers: 5
Open issues: 0
Contributors: 2

Star history, last 90 days+2 over 5 snapshots

2026-07-24 · 4752026-08-06 · 477

Star history, last 90 days
Date	Stars
2026-07-24	475
2026-07-25	476
2026-07-28	477
2026-07-30	477
2026-08-06	477

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

# 课件

[![Page Views Count](https://badges.toozhao.com/badges/01HK9C6MQG1QK4H1JENV6VDPKG/blue.svg)](https://badges.toozhao.com/stats/01HK9C6MQG1QK4H1JENV6VDPKG "Get your own page views count badge on badges.toozhao.com")
[![GitHub Stars](https://img.shields.io/github/stars/fei-aiart/courses?style=social)](https://github.com/fei-aiart/courses)

> - 个人教学课件，参考了很多网络资源
> - 如有侵权或谬误，欢迎指出！

## 非商用 & 高校教学 随便用 :D

|      | 课程名 | 课件 Slides（PPT+PDF） | 更新时间 | 备注 |
|------:|:-----:|:-----------:|:------:|:------|
| <img title="" src="/imgs/dl.jpg" alt="" width="100">   | 深度学习 |  [PDF](https://github.com/fei-aiart/courses/blob/main/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%EF%BC%882-4%E5%B0%8F%E6%97%B6%E7%89%88%EF%BC%89_2025.10.pdf)| 2025.10 | 2-4小时版，MLP、CNN、GAN、RNN、LSTM、Transformer、MLLM  |
| <img title="" src="https://github.com/fei-aiart/courses/blob/main/imgs/dip.jpg" alt="" width="100">  | [数字图像处理](/pages/dip.md) | [Google Drive](https://drive.google.com/file/d/1kBmLd-Ik4n2GndXj-rt86rzVzGmG6qqS/view?usp=sharing), [坚果云](https://www.jianguoyun.com/p/DdvpZIgQ7dvLCxiM94QFIAA) | 2022 | 参考[冈萨雷斯大神的教材第4版](https://www.imageprocessingplace.com/index.htm) |
| <img title="" src="/imgs/dl.jpg" alt="" width="100">   | [深度学习](/pages/dl.md) |  [Google Drive](https://drive.google.com/file/d/1ApC7AewwzWdOqWsodKIcDCgJ9zfvm6pY/view?usp=share_link)，[坚果云(访问密码：`mdykW9`)](https://www.jianguoyun.com/p/DbRRtpgQ7dvLCxjrqcIFIAA)| 2024 | 入题较慢，可以参考[MIT 6.S191](http://introtodeeplearning.com/)、[斯坦福CS231n](http://cs231n.stanford.edu/)、[中科院AICS](https://novel.ict.ac.cn/aics/) 改进；教材推荐[蒲公英书](https://nndl.github.io/)  |
| <img title="" src="/imgs/cv.jpg" alt="" width="100">  | [计算机视觉](/pages/cv.md) |  [Google Drive](https://drive.google.com/file/d/1fUCv_PEQ35MjS6EeDlaj74VGeKD6sQH5/view?usp=sharing)，[百度云](https://pan.baidu.com/s/1itg1i9tG2KAdnddz_mqYAw?pwd=wqkc)(提取码：`wqkc`) | 2021 | 建议采用[斯坦福CS231n](http://cs231n.stanford.edu/) | 
| <img title="" src="/imgs/cvf.jpg" alt="" width="100">   | [计算机视觉基础](/pages/cvf.md)  | [百度云](https://pan.baidu.com/s/1aSCzfstViyukKwRmpdgtpw) ( 提取码：`3zb7` ) | 2021 | 主要是传统方法，深度学习较少 |
| <img title="" src="/imgs/mldl.jpg" alt="" width="100"> | [机器学习与深度学习](/pages/mldl.md)  | [PDF](mldl.md) | 2021 | 加了几节机器学习 |
| <img title="" src="/imgs/ai.jpg" alt="" width="100"> | [人工智能导论](/pages/i2ai.md)  | [PPT/PDF](i2ai.md) | 2020 | 跟“人工智能”经典教材路数不同 |

> 字体一般采用[`阿里巴巴普惠体`](https://www.iconfont.cn/fonts/detail?spm=a313x.fonts_index.i1.d9df05512.79fa3a81k7M8Ey&cnid=adI1E7HF7yme)，如果 PPT 排版有问题，可以下载安装试试。
>
> 学校 logo 之类的信息，一般是在PPT`母版视图`中修改

## 小问卷

> 只是好奇有谁会用，所以弄了一个[小问卷](https://www.wjx.top/vm/tKywvgq.aspx# )：
> - 内容（全部为`可选`）：`姓名`、`单位`、`用途`、`课程`、`建议`
> 
> 欢迎填写，也可以不填 (捂脸)


## 闲言碎语

> 翻译的一个学习方法论，超级推荐

- [学习的十个好习惯与坏习惯（译）(PDF)](/blogs/study_habits.pdf)

> 日常工作相关的一些嘟嘟囔囔，无甚高见

- [科研浅谈：过程vs.结果，导师vs.学生](/blogs/research.png) · [思维导图](/blogs/research.png)，[PPT/PDF](/blogs/research.pdf)
  > 参考了个人认同的他人(如吴恩达)的一些想法
  > 
  > 有个更加`专业`且`简洁`的科研指南：[learning_research@pengsida](https://github.com/pengsida/learning_research)

- [关于撰写技术文档的一些建议：排版、画图等](https://github.com/fei-aiart/TechNotes)
- [研究生复试可能需要注意的事情](/blogs/reexamination.md)
- [关于大学生活的一些个人想法](/blogs/collegelife.pdf) (PDF)


## [Star History](https://star-history.com/#fei-aiart/courses&Date) 

[![Star History Chart](https://api.star-history.com/svg?repos=fei-aiart/courses&type=Date)](https://star-history.com/#fei-aiart/courses&Date)

`End`

Excerpt of 3,425 characters

Read on GitHub

Top contributors

No contributor data yet — it is fetched during the contributor sync pass.

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

35/10035

Maintenance: 20%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 9%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 78%; README depth, plus a homepage and topics
Licensing: 0%; How freely the code can be adopted

What to know before adopting

No commits in 6+ months
No tagged releases
Bus factor of 1 — one contributor dominates
No license — all rights reserved by default, not safe to reuse
No licence file — default copyright applies, all rights reserved.

Details

Created: 6 years ago
Last push: 9 months ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: main
Size: 1.0M KB
Owner type: User
Owner location: China
Discovered via: topic:computer-vision
First indexed: 14 days ago
Last synced: 9 days ago

fei-aiart/courses

课件：数字图像处理，深度学习，计算机视觉，机器学习

35No licenceHTML

View on GitHub Website

Stars: 477
Forks: 98
Watchers: 5
Open issues: 0
Contributors: 2

Star history, last 90 days+2 over 5 snapshots

2026-07-24 · 4752026-08-06 · 477

Star history, last 90 days
Date	Stars
2026-07-24	475
2026-07-25	476
2026-07-28	477
2026-07-30	477
2026-08-06	477

Today

— stars today

This week

— stars this week

This month

— stars this month

Momentum

0.0

growth rate 0.00%/day

From the README

# 课件

[![Page Views Count](https://badges.toozhao.com/badges/01HK9C6MQG1QK4H1JENV6VDPKG/blue.svg)](https://badges.toozhao.com/stats/01HK9C6MQG1QK4H1JENV6VDPKG "Get your own page views count badge on badges.toozhao.com")
[![GitHub Stars](https://img.shields.io/github/stars/fei-aiart/courses?style=social)](https://github.com/fei-aiart/courses)

> - 个人教学课件，参考了很多网络资源
> - 如有侵权或谬误，欢迎指出！

## 非商用 & 高校教学 随便用 :D

|      | 课程名 | 课件 Slides（PPT+PDF） | 更新时间 | 备注 |
|------:|:-----:|:-----------:|:------:|:------|
| <img title="" src="/imgs/dl.jpg" alt="" width="100">   | 深度学习 |  [PDF](https://github.com/fei-aiart/courses/blob/main/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0/%E6%B7%B1%E5%BA%A6%E5%AD%A6%E4%B9%A0%EF%BC%882-4%E5%B0%8F%E6%97%B6%E7%89%88%EF%BC%89_2025.10.pdf)| 2025.10 | 2-4小时版，MLP、CNN、GAN、RNN、LSTM、Transformer、MLLM  |
| <img title="" src="https://github.com/fei-aiart/courses/blob/main/imgs/dip.jpg" alt="" width="100">  | [数字图像处理](/pages/dip.md) | [Google Drive](https://drive.google.com/file/d/1kBmLd-Ik4n2GndXj-rt86rzVzGmG6qqS/view?usp=sharing), [坚果云](https://www.jianguoyun.com/p/DdvpZIgQ7dvLCxiM94QFIAA) | 2022 | 参考[冈萨雷斯大神的教材第4版](https://www.imageprocessingplace.com/index.htm) |
| <img title="" src="/imgs/dl.jpg" alt="" width="100">   | [深度学习](/pages/dl.md) |  [Google Drive](https://drive.google.com/file/d/1ApC7AewwzWdOqWsodKIcDCgJ9zfvm6pY/view?usp=share_link)，[坚果云(访问密码：`mdykW9`)](https://www.jianguoyun.com/p/DbRRtpgQ7dvLCxjrqcIFIAA)| 2024 | 入题较慢，可以参考[MIT 6.S191](http://introtodeeplearning.com/)、[斯坦福CS231n](http://cs231n.stanford.edu/)、[中科院AICS](https://novel.ict.ac.cn/aics/) 改进；教材推荐[蒲公英书](https://nndl.github.io/)  |
| <img title="" src="/imgs/cv.jpg" alt="" width="100">  | [计算机视觉](/pages/cv.md) |  [Google Drive](https://drive.google.com/file/d/1fUCv_PEQ35MjS6EeDlaj74VGeKD6sQH5/view?usp=sharing)，[百度云](https://pan.baidu.com/s/1itg1i9tG2KAdnddz_mqYAw?pwd=wqkc)(提取码：`wqkc`) | 2021 | 建议采用[斯坦福CS231n](http://cs231n.stanford.edu/) | 
| <img title="" src="/imgs/cvf.jpg" alt="" width="100">   | [计算机视觉基础](/pages/cvf.md)  | [百度云](https://pan.baidu.com/s/1aSCzfstViyukKwRmpdgtpw) ( 提取码：`3zb7` ) | 2021 | 主要是传统方法，深度学习较少 |
| <img title="" src="/imgs/mldl.jpg" alt="" width="100"> | [机器学习与深度学习](/pages/mldl.md)  | [PDF](mldl.md) | 2021 | 加了几节机器学习 |
| <img title="" src="/imgs/ai.jpg" alt="" width="100"> | [人工智能导论](/pages/i2ai.md)  | [PPT/PDF](i2ai.md) | 2020 | 跟“人工智能”经典教材路数不同 |

> 字体一般采用[`阿里巴巴普惠体`](https://www.iconfont.cn/fonts/detail?spm=a313x.fonts_index.i1.d9df05512.79fa3a81k7M8Ey&cnid=adI1E7HF7yme)，如果 PPT 排版有问题，可以下载安装试试。
>
> 学校 logo 之类的信息，一般是在PPT`母版视图`中修改

## 小问卷

> 只是好奇有谁会用，所以弄了一个[小问卷](https://www.wjx.top/vm/tKywvgq.aspx# )：
> - 内容（全部为`可选`）：`姓名`、`单位`、`用途`、`课程`、`建议`
> 
> 欢迎填写，也可以不填 (捂脸)


## 闲言碎语

> 翻译的一个学习方法论，超级推荐

- [学习的十个好习惯与坏习惯（译）(PDF)](/blogs/study_habits.pdf)

> 日常工作相关的一些嘟嘟囔囔，无甚高见

- [科研浅谈：过程vs.结果，导师vs.学生](/blogs/research.png) · [思维导图](/blogs/research.png)，[PPT/PDF](/blogs/research.pdf)
  > 参考了个人认同的他人(如吴恩达)的一些想法
  > 
  > 有个更加`专业`且`简洁`的科研指南：[learning_research@pengsida](https://github.com/pengsida/learning_research)

- [关于撰写技术文档的一些建议：排版、画图等](https://github.com/fei-aiart/TechNotes)
- [研究生复试可能需要注意的事情](/blogs/reexamination.md)
- [关于大学生活的一些个人想法](/blogs/collegelife.pdf) (PDF)


## [Star History](https://star-history.com/#fei-aiart/courses&Date) 

[![Star History Chart](https://api.star-history.com/svg?repos=fei-aiart/courses&type=Date)](https://star-history.com/#fei-aiart/courses&Date)

`End`

Excerpt of 3,425 characters

Read on GitHub

Top contributors

No contributor data yet — it is fetched during the contributor sync pass.

Quality score

Would you bet a product on this? Bounded 0–100 and slow moving.

35/10035

Maintenance: 20%; How recently the default branch was pushed to
Releases: 25%; Recency and cadence of tagged releases
Community: 9%; Contributor breadth and bus factor
Issue backlog: 100%; Open issues measured against the size of the audience
Documentation: 78%; README depth, plus a homepage and topics
Licensing: 0%; How freely the code can be adopted

What to know before adopting

No commits in 6+ months
No tagged releases
Bus factor of 1 — one contributor dominates

Details

Created: 6 years ago
Last push: 9 months ago
Last release: none
Release tag: —
Releases in the last year: 0
Default branch: main
Size: 1.0M KB
Owner type: User
Owner location: China
Discovered via: topic:computer-vision
First indexed: 14 days ago
Last synced: 9 days ago

Top AI Repos — open-source AI, indexed and scored

fei-aiart/courses

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

fei-aiart/courses

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

Top AI Repos — open-source AI, indexed and scored

Trend

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details

Trend

From the README

Top contributors

Quality score

What to know before adopting

Categories

Details