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深度学习/计算机视觉工程向笔记

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## CV&DL笔记（工程向）

目前同济大学计算机系硕士研究生在读，分享的是有关计算机视觉、深度学习的原创笔记

## 目录

### Linux及杂类
 笔记名称         |链接
---------------------------------|--------------
Docker常用整理        | [Docker.md](https://github.com/pascal1129/public_notes/blob/master/notes/Docker.md) 
Markdown常用语法     | [Markdown.md](https://github.com/pascal1129/public_notes/blob/master/notes/Markdown.md) 
OpenCV编译 | [OpenCV_compile.md](https://github.com/pascal1129/public_notes/blob/master/notes/OpenCV_compile.md) 
Detrctron镜像制作和Demo运行 | [Detectron_by_Docker.md](https://github.com/pascal1129/public_notes/blob/master/notes/Detectron_by_Docker.md)

### Python
 笔记名称         |链接
---------------------------------|--------------
 Python多进程实例：下载外部数据 |[download_external_data.py](https://github.com/pascal1129/CV_Notes/blob/master/codes/download_external_data.py)
Matplotlib：Python作图        | [mofan_matplotlib.ipynb](https://github.com/pascal1129/CV_Notes/blob/master/codes/mofan_matplotlib.ipynb)

### 机器学习

| 笔记名称                 | 链接                                                         |
| ------------------------ | ------------------------------------------------------------ |
| 机器学习中f1-score的计算 | [f1-score.ipynb](https://github.com/pascal1129/CV_Notes/blob/master/codes/f1-score.ipynb) |

### 图形图像

| 笔记名称                                  | 链接                                                         |
| ----------------------------------------- | ------------------------------------------------------------ |
| 图像数据集：均值、标准差计算              | [cal_mean_and_std.py](https://github.com/pascal1129/CV_Notes/blob/master/codes/cal_mean_and_std.py) |
| 空间变换网络（Spatial Transform Network） | [STN.ipynb](https://github.com/pascal1129/CV_Notes/blob/master/codes/STN.ipynb) |

### PyTorch

| 笔记名称                               | 链接                                                         |
| -------------------------------------- | ------------------------------------------------------------ |
| PyTorch图像扩增工具：Transforms (Demo) | [torchvision.transforms.ipynb](https://github.com/pascal1129/CV_Notes/blob/master/codes/torchvision.transforms.ipynb) |
| PyTroch寻找最优学习率                  | [find_best_lr.py](https://github.com/pascal1129/CV_Notes/blob/master/codes/find_best_lr.py) |

### 论文

| 笔记名称                                  | 链接                                                         |
| ----------------------------------------- | ------------------------------------------------------------ |
| mixup: BEYOND EMPIRICAL RISK MINIMIZATION | [mixup.ipynb](https://github.com/pascal1129/CV_Notes/blob/master/codes/mixup.ipynb) |

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