https://github.com/jackpopc/ailearnnotes

Artificial Intelligence Learning Notes.
https://github.com/jackpopc/ailearnnotes

activation-function alexnet cnn computer-vision deep-learning dpm dropout harris hog image-augmentation image-denoising image-enhancement image-processing image-segmentation lenet machine-learning reinforcement-learning sift tensorflow vgg

Last synced: 2 days ago
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Artificial Intelligence Learning Notes.

• Host: GitHub
• URL: https://github.com/jackpopc/ailearnnotes
• Owner: Jackpopc
• Created: 2019-02-20T14:16:26.000Z (almost 6 years ago)
• Default Branch: master
• Last Pushed: 2023-03-25T00:16:39.000Z (almost 2 years ago)
• Last Synced: 2025-01-22T14:06:08.401Z (10 days ago)
• Topics: activation-function, alexnet, cnn, computer-vision, deep-learning, dpm, dropout, harris, hog, image-augmentation, image-denoising, image-enhancement, image-processing, image-segmentation, lenet, machine-learning, reinforcement-learning, sift, tensorflow, vgg
• Language: Python
• Homepage: https://github.com/Jackpopc/aiLearnNotes
• Size: 638 KB
• Stars: 272
• Watchers: 8
• Forks: 60
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
aiLearnNotes



    

    

    



人工智能相关领域知识学习笔记，理论与实践相结合，利用Python语言逐步实现计算机视觉、机器学习、强化学习、优化算法等方向内容，目前正在进行[《动手学计算机视觉》](https://jackpopc.github.io/)系列的更新，后续会逐渐加入《动手学机器学习》《动手学强化学习》《动手学优化算法》系列。



    

    

    



Contents

aiLearnNotes每一讲有对应的文档和代码，内容涉及计算机视觉、机器学习、强化学习、优化算法等。


## Code

aiLearnNotes代码链接如下，

- [计算机视觉](./computer_vision)

- [机器学习](./machine_leaning)

- [强化学习](./reinforcement_learning)

- [优化算法](./optimization_algorithm)

## Docs

代码可以点击上面条目直接访问，文档放在docs目录下，可以点击下面目录访问，

- [计算机视觉](./docs/cv/0-Contents.md)

Usage

首先按照依赖环境，


```shell

$ pip install -r requirements.txt

```

然后进入不同目录下直接执行对应的程序即可，例如，

```shell

$ cd computer_vision

$ python HOG.py

```

Support

如果觉得本项目有帮助，可以关注公众号平凡而诗意或者知乎Jackpop，也可以收藏我的个人主页。


>  知乎：[Jackpop](https://www.zhihu.com/people/sharetechlee/activities)

>

> 主页：[平凡而诗意](https://jackpopc.github.io/)

>

> 专栏：[Lee先森的技术站](https://zhuanlan.zhihu.com/sharetechlee)