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convertmask-0.5.3
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مشاهده بیشتر
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مشتریان به طور فزاینده ای آنلاین هستند. تبلیغات می تواند به آنها کمک کند تا کسب و کار شما را پیدا کنند.
مشاهده بیشتر
تبلیغات ما
مشتریان به طور فزاینده ای آنلاین هستند. تبلیغات می تواند به آنها کمک کند تا کسب و کار شما را پیدا کنند.
مشاهده بیشتر
تبلیغات ما
مشتریان به طور فزاینده ای آنلاین هستند. تبلیغات می تواند به آنها کمک کند تا کسب و کار شما را پیدا کنند.
مشاهده بیشتر
تبلیغات ما
مشتریان به طور فزاینده ای آنلاین هستند. تبلیغات می تواند به آنها کمک کند تا کسب و کار شما را پیدا کنند.
مشاهده بیشترتوضیحات
a small tool for image augmentation, including mask files to json/xml files , image augmentation(flip,rotation,noise,...) and so on
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | convertmask-0.5.3 |
| نام | convertmask |
| نسخه کتابخانه | 0.5.3 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Chengxi GU |
| ایمیل نویسنده | guchengxi1994@qq.com |
| آدرس صفحه اصلی | https://github.com/guchengxi1994/mask2json |
| آدرس اینترنتی | https://pypi.org/project/convertmask/ |
| مجوز | Apache License |
<!--
* @lanhuage: markdown
* @Descripttion:
* @version:
* @Author: xiaoshuyui
* @Date: 2020-06-09 16:23:03
* @LastEditors: xiaoshuyui
* @LastEditTime: 2021-01-12 16:57:40
-->
<h1 align="center">
<img src="convertmask/UI/statics/look.png"><br/>convertmask
</h1>
# Issues and advices wanted.
[](https://travis-ci.org/guchengxi1994/mask2json.svg?branch=test)
# Introduction
A small tool for image augmentation, including mask files to json/xml files , image augmentation(flip,rotation,noise,...) and so on
## HOW TO USE.
### Installation.
Try:
pip install -r requestments.txt
IF ERROR, try:
pip install -r requirements.txt --ignore-installed
### Use.
Under this version, these tools are provided.
#### 1.[augmentation](./static/docs/augment.md)
#### 2.[img2xml](./static/docs/img2xml.md)
#### 3.[json2mask](./static/docs/json2mask.md)
#### 4.[json2xml](./static/docs/json2xml.md)
#### 5.[longImgSplit](./static/docs/longImgSplit.md)
#### 6.[xml2json](./static/docs/xml2json.md)
#### 7.[xml2mask](./static/docs/xml2mask.md)
#### 8.[xml2yolo](./static/docs/xml2yolo.md)
#### 9.[yolo2xml](./static/docs/yolo2xml.md)
#### 10.[mask2json](./static/docs/mask2json.md)
# CHANGE LOGS
## 2021.1.14
### 1.update spliting yolo-like dataset into train and val datasets AUTOMATICLY.See [testYoloLike.py](./test_scripts/testYoloLike.py). The test dataset can be found in ./test/ , 68 txts totally.
## 2020.11.25
### 1. negative sample AUTOMATICLY randomly generate. I am not sure if it is helpful to my face detection cnn.
### 2. rewrite [mosaic.py](./convertmask/utils/auglib/optional/mosaic.py)(without resize the origin images). See [here](./test_scripts/test_mosiac.py).
## 2020.11.16
### 1.support converting widerface annotations to xmls. see [here](./test_scripts/test_convertWiderface.py)
## 2020.11.10
### 1. object-oriented rewrite augumentation optional module. See [here](./convertmask/utils/auglib/optionsOperatorWithoutLabel.py). Test script can be found [here](./test_scripts/test_optionalOperation.py)
## 2020.10.25
### 1. bump to 0.5.3
### 2. code structure change
### 3. mosiac(yolov4) augumentation supported(auto labeled for labelImg,for labelme will be updated as fast as i can). Script can be found [here](./test_scripts/test_mosiac.py)
## 2020.10.24
### 1.image crop supported.(single and multiple crops,rectangle and polygon support. See [here](./convertmask/utils/auglib/optional/crop.py))
### 2.image resize supported (auto labeled). See [here](./convertmask/utils/auglib/optional/resize.py) and the test script is [here](./test_scripts/test_resize.py)
## 2020.10.23
### 1.image distortion supported.
see [here](./convertmask/utils/auglib/optional/distort.py) or [test-script](./test_scripts/test_localWrap.py) for details.
## 2020.10.13
### 1.image augumentation support convert yolo txts to xmls(pascal). See [here](./test_scripts/test_yolo2xml.py)
### 2.speed up by using multiprocess
## 2020.10.12
### 1.image augumentation support generating several annotation/images with single image/annotation(json,xml). See [here](./test_scripts/test_multiAug.py)
## 2020.9.24
### 1.inspired by [LabelImgTool](https://github.com/lzx1413/LabelImgTool), convert xmls to jsons is useful. Also ,i forked this repo and add some pyqt5/py3 support,see [here](https://github.com/guchengxi1994/LabelImgTool).
examples:
script [here](./test_scripts/test_xml2json.py)
## 2020.8.24
### 1.support convert xml files to yolo files. see [here](./test_scripts/test_xml2yolo.py)
examples:
## 2020.8.19
### 1. image translation supported.
combination of every augmentation method.
### 2. besides, a simple way convert json file(labelme) to xml file(labelImg) is provided. see [here](./test_scripts/test_json2xml.py)
## 2020.8.17
### 1. bug fix.
### 2. support image augmentation methods: noise,flip,rotation. try [test_imgAug.py](./test_scripts/test_imgAug.py) !
here are some examples:
### flip
### noise
### rotation
## 2020.8.14
### 1. add image augmentation (image flip) test. see [test_imgAug.py](./test_scripts/test_imgAug.py) !
## 2020.7.14
### 1.bugfix , test multi objects to xml files, pretty xmls
eg:
## 2020.7.13
### 1. convert multi objects to xml files supported (untested)
## 2020.7.10
### 1. a lot of things to do ,such as many warnings related to labelme.
## 2020.6.12
### 1.support multiple objects mask to json
try [test.py](./test_scripts/test.py) !
#### 1.1 multiple objects in different classes
manually_labeled image
auto_labeled image
#### 1.2 multiple objects in same classes
manually_labeled image
auto_labeled image
# what to do next
## 1. ~~support multiple files image augmentation~~ (2020.8.21)
## 2. ~~support image augmentation without a label/json file~~ (2020.8.21)
## 3. ~~support image augmentation with a labeled file (just support json file right now)~~ (2020.9)
## 4. image augmentation supports custom parameters (auto augmented right now)
## 5. do something more interesting
## 6. ~~re-write main [script](./convertmask/main_v_0_3_any.py)~~ (2020.10)
## 7. solve PyYmal installation error(currently write a [script](./convertmask/utils/methods/yamlUtils.py) by myself. maybe failure in the end.)
## 8. ~~image augmentation zoooom~~ (2020.10.14)
## 9. yolo txts split train/val dataset automaticly.
# OTHERS
1. [issue:json2mask has no output](https://github.com/guchengxi1994/mask2json/issues/3)
if you test the [json2mask.py](./test_scripts/json2mask.py) script, you should change the path first and make sure the file is valid(maybe i have deleted :) )
Also, this script is just a reverse of mask2json, for a more COOOOOL method, see [here](./convertmask/utils/json2mask/convert.py) , try convert.processor
# SHORTCOMING
1.~~objects connected to each other is not supported yet.~~
this may happen if you labelling multiple-object-images with only 2 labels .Or some objects are of the same type and are connected to each other(eg. a bunch of grapes,it is hard to split one to the other).
2.Image Binarization [issue](https://github.com/guchengxi1994/mask2json/issues/14)
نیازمندی
| مقدار | نام |
|---|---|
| ==4.2.9 | labelme |
| ==1.18.4 | numpy |
| ==4.1.0.25 | opencv-python |
| ==0.12.0 | xmltodict |
| ==3.1.0 | matplotlib |
| ==0.15.0 | scikit-image |
| ==7.1.2 | Pillow |
| ==5.3.1 | PyYAML |
| ==1.5.1 | scipy |
| ==1.1.0 | termcolor |
| >=4.6.2 | lxml |
| ==4.32.1 | tqdm |
نحوه نصب
نصب پکیج whl convertmask-0.5.3:
pip install convertmask-0.5.3.whl
نصب پکیج tar.gz convertmask-0.5.3:
pip install convertmask-0.5.3.tar.gz