# Image_Algorithm_Toolbox
**Repository Path**: Admire_6/Image_Algorithm_Toolbox
## Basic Information
- **Project Name**: Image_Algorithm_Toolbox
- **Description**: :seedling: [ Image Algorithm Toolbox ] : contains labeling tool, resizing tool, image enhancing tool, format conversion tool, image distributing tool. :four_leaf_clover: [ 图像算法工具箱 ]：包含图片标记工具、图片缩放工具、图片数据增强工具、格式转换工具、图片数据分发工具等。
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No
## Statistics
- **Stars**: 0
- **Forks**: 1
- **Created**: 2019-07-25
- **Last Updated**: 2024-12-11
## Categories & Tags
**Categories**: Uncategorized
**Tags**: None
## README
# Image_Algorithm_Toolbox   [](./LICENSE.md)
-----------------
| **`Linux CPU`** | **`Linux GPU`** | **`Mac OS CPU`** | **`Windows CPU`** | **`Windows GPU`** |
|-----------------|---------------------|------------------|-------------------|---------------|
|  |  |  |  |  |
**Update 23-10-2017: It's an image algorithm toolbox entirely written by myself.**
MIT license. Contributions welcome.
**Note :**
Each sub-tool independent of each other, can be used alone.
各子工具之间互相独立，可单独使用。
## Overview
Image_Algorithm_Toolbox/ root dir 根目录
|
|
+-- Distributing_Tool/ image distributing tool 图片数据分发工具
| |
| +-- distributing.py main program 主程序
| |
| +-- src/ pics to be distributed (need build by yourself) 存放待分发的图片集(需自己新建)
| |
| +-- dst/ pics be distributed (automatically build by program) 存放已分发的图片集(程序自动新建)
|
|
+-- Enhancing_Tool/ image enhancing tool 图片数据增强工具
| |
| +-- sync_enhancing.py main program 主程序
| |
| +-- src/ pics to be enhanced (need build by yourself) 存放待增强的图片集(需自己新建)
| |
| +-- dst/ pics be enhanced (automatically build by program) 存放已增强的图片集(程序自动新建)
|
|
+-- Formatting_Tool/ format conversion tool 格式转换工具
| |
| +-- format_conversion.py main program 主程序
| |
| +-- src/ pics to be formatted (need build by yourself) 存放待格式转换的文件(需自己新建)
| |
| +-- dst/ pics be formatted (automatically build by program) 存放同名的已转换文件(程序自动新建)
|
|
+-- Labeling_Tool/ labeling tool 图片标记工具
| |
| +-- labeling.py main program 主程序
| |
| +-- src/ pics to be marked (need build by yourself) 存放待标注的图片(需自己新建)
| |
| +-- dst/ pics be marked (automatically build by program) 存放同名的已标注文件(程序自动新建)
|
|
+-- Resizing_Tool/ resizing tool 图片缩放工具
| |
| +-- pic_resizing.py main program 1 主程序1(只缩放图片)
| |
| +-- sync_resizing.py main program 2 主程序2(同步缩放图片和标记文件)
| |
| +-- src/ pics to be resized (need build by yourself) 存放待缩放的数据集(需自己新建)
| |
| +-- dst/ pics be resized (automatically build by program) 存放同名的已缩放数据集(程序自动新建)
|
|
+-- README.md manual of project 说明手册
|
|
+-- LICENSE.md license of project 许可证
|
|
+-- requirements.txt environment required for this program 环境要求
## Usage
### image distributing tool 图片数据分发工具
1. ```cd Distributing_Tool/```；
2. Build ```src/``` folder and copy dataset into it；
3. Run ```distributing.py```；
4. Processed images automatically be saved into ```dst/``` folder.
### image enhancing tool 图片数据增强工具
1. ```cd Enhancing_Tool/```；
2. Build ```src/``` folder and copy dataset into it；
3. Run ```sync_enhancing.py```；
4. Processed images automatically be saved into ```dst/``` folder.
### format conversion tool 格式转换工具
1. ```cd Formatting_Tool/```；
2. Build ```src/``` folder and copy dataset into it；
3. Run ```format_conversion.py```；
4. Processed images automatically be saved into ```dst/``` folder.
### labeling tool 图片标记工具
1. ```cd Labeling_Tool/```；
2. Build ```src/``` folder and copy dataset into it；
3. Run ```labeling.py```；
4. Processed images automatically be saved into ```dst/``` folder.
### resizing tool 图片缩放工具
1. ```cd Resizing_Tool/```；
2. Build ```src/``` folder and copy dataset into it；
3. Run ```pic_resizing.py``` or ```sync_resizing.py```；
4. Processed images automatically be saved into ```dst/``` folder.
## Tutorial of labeling tool
Open the labeling tool:
Input the name of sub folder:
Automatically load corresponding Image:
Automatically create document of the same name:
Specify the coordinates use single left-click, every two clicks to determine a diagonal box. Right click cancel.:
Automatically create messages of marked boxes:
Please enjoy the labeling process (≧▽≦)y :
## Requirements
1. Python3.x
2. OpenCV3.x
## Possible problems
In **labeling tool**, ```AttributeError``` may met when using python2.
1. Replace the head lines:
```python
import tkinter as tk
import tkinter.messagebox
```
with:
```python
import Tkinter as tk
from Tkinter import *
import tkMessageBox
```
2. Replace ```tk.messagebox.askyesno```(appear twice in *line 241、255*) with ```tkMessageBox.askyesno```.
Then error will be fixed.
In **labeling tool**, since the window image I designed is auto-scaled, the original mark's coordinate position may shift slightly if you repeatedly access the image. But for high-definition pictures, this tiny offset is often negligible.
## License
[MIT](https://github.com/parnec/Labeling_tool/blob/master/LICENSE.md)