# deepSystem

**Repository Path**: 1099186831/deep-system

## Basic Information

- **Project Name**: deepSystem
- **Description**: 图像差异智能感知系统PyQt界面
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2022-01-22
- **Last Updated**: 2022-01-26

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# deepSystem
项目包含一个深度学习前后端检测系统，分为两个部分，`deepSystemFront`和`deepSystemEnd`

运行项目前需要下载下面的文件并解压，放在`deepSystemEnd`下，具体形式为`/deepSystemEnd/flaskPredict`：
```
链接: https://pan.baidu.com/s/14xrM9WNeM3myh201eQ8WtQ  密码: 8f6e
```



## deepSystemFront

### 所需环境：
`pyqt5`, `opencv-python`，使用PIP安装方法： 

```
pip3 install PyQt5
pip3 install opencv-contrib-python
pip3 install -r requirements.txt
```

### 使用方法

1. 配置`deepSystem/cfg/conf.yaml`文件

```
# 差异检测的baseimg
change_baseimg_path: baseimg_path #../deepSystemEnd/flaskPredict/data/in000474.jpg
```

2. 运行界面

```
python3 deepsystem.py 
```


### PyQt5 Icon and Resouces 
* https://doc.qt.io/qt-5/resources.html
* https://blog.csdn.net/wn0112/article/details/47973953

stage 1: Install tools

```
sudo apt install pyqt5-dev-tools
```

stage 2: Create `qrc` file (`AppResource.qrc`)
```
<!DOCTYPE RCC><RCC version="1.0">
<qresource>
    <file alias="icons/newProject.png">doc/images/icon_newProject.png</file>
    <file alias="icons/loadProject.png">doc/images/icon_loadProject.png</file>
    <file alias="icons/save.png">doc/images/icon_save.png</file>
    <file alias="icons/detect.png">doc/images/icon_detect.png</file>
    <file alias="icons/train.png">doc/images/icon_train.png</file>
</qresource>
</RCC>
```

stage 4: create resource file:
```
pyrcc5 -o AppResource.py AppResource.qrc
```



### 报错

1. qt.qpa.plugin: Could not load the Qt platform plugin "xcb" in "/home/lsc/anaconda3/envs/label/lib/python3.6/site-packages/cv2/qt/plugins" even though it was found.

opencv和PyQt5版本不匹配

```pip install opencv-python==4.3.0.36 PyQt5==5.15.2
pip install opencv-python==4.3.0.36 PyQt5==5.15.2
```



2. config_dict = yaml.load(f.read())
   TypeError: load() missing 1 required positional argument: 'Loader'

当前`pyyaml` 版本 `6.0` 与当前程序导入包的方式不兼容。只需将 pyyaml 版本降级到与当前 Google Colab 导入方式兼容的 5.4.1。使用这个命令降级 `pyyaml`

```pip install pyyaml==5.4.1
pip install pyyaml==5.4.1
```


## deepSystemEnd

### 所需环境：

通过`requirements.txt`文件一键安装

```
pip3 install -r requirements.txt
```

### 使用方法

```
python3 flask_fusenet_server.py
```

### 目前功能：

1. 打开服务器后使用网页上传图片，网址为http://127.0.0.1:5000/
2. 通过deepSystem交互界面检测图片