From 63dc4c4afe129c59c80ac94122ff3f0ba75404e6 Mon Sep 17 00:00:00 2001 From: zhiboniu <31800336+zhiboniu@users.noreply.github.com> Date: Thu, 14 Jul 2022 21:56:56 +0800 Subject: [PATCH] update pphumandocs&annodocs; test=document_fix (#6442) --- README_cn.md | 2 +- .../pipeline/docs/tutorials/QUICK_STARTED.md | 4 +- docs/images/pphumanv2.png | Bin 0 -> 107458 bytes docs/tutorials/data/DetAnnoTools.md | 268 +++++++++++++++++- docs/tutorials/data/KeyPointAnnoTools.md | 158 +++++++++++ docs/tutorials/data/README.md | 5 +- 6 files changed, 429 insertions(+), 8 deletions(-) create mode 100644 docs/images/pphumanv2.png diff --git a/README_cn.md b/README_cn.md index e6453bf04..f0a7e599c 100644 --- a/README_cn.md +++ b/README_cn.md @@ -77,7 +77,7 @@
- +
## 套件结构概览 diff --git a/deploy/pipeline/docs/tutorials/QUICK_STARTED.md b/deploy/pipeline/docs/tutorials/QUICK_STARTED.md index ca38edd43..398c44e50 100644 --- a/deploy/pipeline/docs/tutorials/QUICK_STARTED.md +++ b/deploy/pipeline/docs/tutorials/QUICK_STARTED.md @@ -150,10 +150,10 @@ python deploy/pipeline/pipeline.py --config deploy/pipeline/config/infer_cfg_pph ## 方案介绍 -PP-Human整体方案如下图所示 +PP-Human v2整体方案如下图所示:
- +
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zzDn`u%EV*E^x@FBp=2erOGM46hiUSd&_(tiZ@#q@!lGxP%Q`V7gFRi&s2H}}K7t>& zP}<$I3$2X)E4PgL5#ntuR9^-k``4|ABj;p(GrsRBzFR+ighR*#o0Ro~30%71% zq5~%5z^1X}J z9+USs2?Y%w4C!mQijzAOtV4%;o_`tX#qv>A# z4gcHj=ubMz+giL$(@(d<8t(lq!yi#dJ{Z8F{~fP87IBFw!>tVgV}LeW(5YY)8E`K_YFzpT*PX25~|8D;2kw|}Q2 z{V!+7M4GYTxSQLg0xbF%ZEaKj+B^SGj_>cOKH%S~BtRDjq)1r}#27xz?&u^M9)!-^ zvH$%TXc*!<2&N7faRyVsKO6P`Z`7lQL>qwc7pzm2d%i*9Bh*HkF;#uRqKi+30yNdz zOI&D$>6}HEfEMLB3-lMG4{QqZgCOs%#STAr5EFVEQuB|=yO(-}nh-GmbBDSZ(DFa8 z{{L|ZDK0t$U_MI9&OaxB|7zdAo)W|X>_i7xSp`5pQJwe7|7$BD2!DGozR&zeIi?LL zB<|e*`hHR{SCE$~SeOhpRZR2SpWpRgzx$rv{NPVRpuBZk%cSpQ&(zWuWVm|WB5rg=gtmRr5gG)aAG{v`duzn6 zAYo80Hww-|{rcRE!88DHiPEh#Enc1;2E}mdy}C{?3K&F4MC-m2D<45H(D|hGC$vZ* zzpmI#Tkquv%04Bcv5L{~sOehYE8dnol>5@sD5oU(&&UJqgfo$Up|7 zQkVa_75w*jAoByZhGc9B<5+(k`X6ATq#QsDhMVOC](#标注文件(json)-->VOC数据集) + * [标注文件(json)-->COCO](#标注文件(json)-->COCO数据集) + +[LabelImg](#LabelImg) + +* [使用说明](#使用说明) + * [LabelImg安装](#LabelImg安装) + * [安装注意事项](#安装注意事项) + * [图片标注过程](#LabelImg图片标注过程) +* [标注格式](#LabelImg标注格式) + * [导出数据格式](#LabelImg导出数据格式) + * [格式转换注意事项](#格式转换注意事项) + + + ## [LabelMe](https://github.com/wkentaro/labelme) ### 使用说明 -### 标注格式 +#### LabelMe安装 + +具体安装操作请参考[LabelMe官方教程](https://github.com/wkentaro/labelme)中的Installation + +
+ Ubuntu + +``` +sudo apt-get install labelme + +# or +sudo pip3 install labelme + +# or install standalone executable from: +# https://github.com/wkentaro/labelme/releases +``` + +
+ +
+ macOS + +``` +brew install pyqt # maybe pyqt5 +pip install labelme + +# or +brew install wkentaro/labelme/labelme # command line interface +# brew install --cask wkentaro/labelme/labelme # app + +# or install standalone executable/app from: +# https://github.com/wkentaro/labelme/releases +``` + +
+ + + +推荐使用Anaconda的安装方式 + +``` +conda create –name=labelme python=3 +conda activate labelme +pip install pyqt5 +pip install labelme +``` + + + + + +#### LabelMe图片标注过程 + +启动labelme后,选择图片文件或者图片所在文件夹 + +左侧编辑栏选择`create polygons` 绘制标注区域如下图所示(右击图像区域可以选择不同的标注形状),绘制好区域后按下回车,弹出新的框填入标注区域对应的标签,如:people + +左侧菜单栏点击保存,生成`json`形式的**标注文件** + +![](https://media3.giphy.com/media/XdnHZgge5eynRK3ATK/giphy.gif?cid=790b7611192e4c0ec2b5e6990b6b0f65623154ffda66b122&rid=giphy.gif&ct=g) + + + +### LabelMe标注格式 + +#### LabelMe导出数据格式 + +``` +#生成标注文件 +png/jpeg/jpg-->labelme标注-->json +``` + + + + + +#### 格式转化总结 + +``` +#标注文件转化为VOC数据集格式 +json-->labelme2voc.py-->VOC数据集 + +#标注文件转化为COCO数据集格式 +json-->labelme2coco.py-->COCO数据集 +``` + + + + + +#### 标注文件(json)-->VOC数据集 + +使用[官方给出的labelme2voc.py](https://github.com/wkentaro/labelme/blob/main/examples/bbox_detection/labelme2voc.py)这份脚本 + +下载该脚本,在命令行中使用 + +```Te +python labelme2voc.py data_annotated(标注文件所在文件夹) data_dataset_voc(输出文件夹) --labels labels.txt +``` + +运行后,在指定的输出文件夹中会如下的目录 + +``` +# It generates: +# - data_dataset_voc/JPEGImages +# - data_dataset_voc/Annotations +# - data_dataset_voc/AnnotationsVisualization + +``` + + + + + +#### 标注文件(json)-->COCO数据集 + +使用[PaddleDetection提供的x2coco.py](https://github.com/PaddlePaddle/PaddleDetection/blob/develop/tools/x2coco.py) 将labelme标注的数据转换为COCO数据集形式 + +```bash +python tools/x2coco.py \ + --dataset_type labelme \ + --json_input_dir ./labelme_annos/ \ + --image_input_dir ./labelme_imgs/ \ + --output_dir ./cocome/ \ + --train_proportion 0.8 \ + --val_proportion 0.2 \ + --test_proportion 0.0 +``` + +用户数据集转成COCO数据后目录结构如下(注意数据集中路径名、文件名尽量不要使用中文,避免中文编码问题导致出错): + +``` +dataset/xxx/ +├── annotations +│ ├── train.json # coco数据的标注文件 +│ ├── valid.json # coco数据的标注文件 +├── images +│ ├── xxx1.jpg +│ ├── xxx2.jpg +│ ├── xxx3.jpg +│ | ... +... +``` + + + + ## [LabelImg](https://github.com/tzutalin/labelImg) ### 使用说明 -### 标注格式 +#### LabelImg安装 + +安装操作请参考[LabelImg官方教程](https://github.com/tzutalin/labelImg) + +
+ Ubuntu + +``` +sudo apt-get install pyqt5-dev-tools +sudo pip3 install -r requirements/requirements-linux-python3.txt +make qt5py3 +python3 labelImg.py +python3 labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE] +``` + +
+ +
+macOS + +``` +brew install qt # Install qt-5.x.x by Homebrew +brew install libxml2 + +or using pip + +pip3 install pyqt5 lxml # Install qt and lxml by pip + +make qt5py3 +python3 labelImg.py +python3 labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE] +``` + +
+ + + +推荐使用Anaconda的安装方式 + + 首先下载并进入 [labelImg](https://github.com/tzutalin/labelImg#labelimg) 的目录 + +``` +conda install pyqt=5 +conda install -c anaconda lxml +pyrcc5 -o libs/resources.py resources.qrc +python labelImg.py +python labelImg.py [IMAGE_PATH] [PRE-DEFINED CLASS FILE] +``` + + + + + +#### 安装注意事项 + +以Anaconda安装方式为例,比Labelme配置要麻烦一些 + +启动方式是通过python运行脚本`python labelImg.py <图片路径>` + + + +#### LabelImg图片标注过程 + +启动labelImg后,选择图片文件或者图片所在文件夹 + +左侧编辑栏选择`创建区块` 绘制标注区,在弹出新的框选择对应的标签 + +左侧菜单栏点击保存,可以选择VOC/YOLO/CreateML三种类型的标注文件 + + + +![](https://user-images.githubusercontent.com/34162360/177526022-fd9c63d8-e476-4b63-ae02-76d032bb7656.gif) + + + + + +### LabelImg标注格式 + +#### LabelImg导出数据格式 + +``` +#生成标注文件 +png/jpeg/jpg-->labelImg标注-->xml/txt/json +``` + + + +#### 格式转换注意事项 + +**PaddleDetection支持VOC或COCO格式的数据**,经LabelImg标注导出后的标注文件,需要修改为**VOC或COCO格式**,调整说明可以参考[准备训练数据](https://github.com/PaddlePaddle/PaddleDetection/blob/release/2.4/docs/tutorials/PrepareDataSet.md#%E5%87%86%E5%A4%87%E8%AE%AD%E7%BB%83%E6%95%B0%E6%8D%AE) + diff --git a/docs/tutorials/data/KeyPointAnnoTools.md b/docs/tutorials/data/KeyPointAnnoTools.md index 1b136cebe..db8f614ee 100644 --- a/docs/tutorials/data/KeyPointAnnoTools.md +++ b/docs/tutorials/data/KeyPointAnnoTools.md @@ -1,7 +1,165 @@ # 关键点检测标注工具 + + +## 目录 + +[LabelMe](#LabelMe) + +- [使用说明](#使用说明) + - [安装](#安装) + - [关键点数据说明](#关键点数据说明) + - [图片标注过程](#图片标注过程) +- [标注格式](#标注格式) + - [导出数据格式](#导出数据格式) + - [格式转化总结](#格式转化总结) + - [标注文件(json)-->COCO](#标注文件(json)-->COCO数据集) + + + ## [LabelMe](https://github.com/wkentaro/labelme) ### 使用说明 +#### 安装 + +具体安装操作请参考[LabelMe官方教程](https://github.com/wkentaro/labelme)中的Installation + +
+ Ubuntu + +``` +sudo apt-get install labelme + +# or +sudo pip3 install labelme + +# or install standalone executable from: +# https://github.com/wkentaro/labelme/releases +``` + +
+ +
+ macOS + +``` +brew install pyqt # maybe pyqt5 +pip install labelme + +# or +brew install wkentaro/labelme/labelme # command line interface +# brew install --cask wkentaro/labelme/labelme # app + +# or install standalone executable/app from: +# https://github.com/wkentaro/labelme/releases +``` + +
+ + + +推荐使用Anaconda的安装方式 + +``` +conda create –name=labelme python=3 +conda activate labelme +pip install pyqt5 +pip install labelme +``` + + + +#### 关键点数据说明 + +以COCO数据集为例,共需采集17个关键点 + +``` +keypoint indexes: + 0: 'nose', + 1: 'left_eye', + 2: 'right_eye', + 3: 'left_ear', + 4: 'right_ear', + 5: 'left_shoulder', + 6: 'right_shoulder', + 7: 'left_elbow', + 8: 'right_elbow', + 9: 'left_wrist', + 10: 'right_wrist', + 11: 'left_hip', + 12: 'right_hip', + 13: 'left_knee', + 14: 'right_knee', + 15: 'left_ankle', + 16: 'right_ankle' +``` + + + + + +#### 图片标注过程 + +启动labelme后,选择图片文件或者图片所在文件夹 + +左侧编辑栏选择`create polygons` ,右击图像区域选择标注形状,绘制好关键点后按下回车,弹出新的框填入标注关键点对应的标签 + +左侧菜单栏点击保存,生成`json`形式的**标注文件** + +![操作说明](https://user-images.githubusercontent.com/34162360/178250648-29ee781a-676b-419c-83b1-de1e4e490526.gif) + + + ### 标注格式 + +#### 导出数据格式 + +``` +#生成标注文件 +png/jpeg/jpg-->labelme标注-->json +``` + + + +#### 格式转化总结 + +``` +#标注文件转化为COCO数据集格式 +json-->labelme2coco.py-->COCO数据集 +``` + + + + + +#### 标注文件(json)-->COCO数据集 + +使用[PaddleDetection提供的x2coco.py](https://github.com/PaddlePaddle/PaddleDetection/blob/develop/tools/x2coco.py) 将labelme标注的数据转换为COCO数据集形式 + +```bash +python tools/x2coco.py \ + --dataset_type labelme \ + --json_input_dir ./labelme_annos/ \ + --image_input_dir ./labelme_imgs/ \ + --output_dir ./cocome/ \ + --train_proportion 0.8 \ + --val_proportion 0.2 \ + --test_proportion 0.0 +``` + +用户数据集转成COCO数据后目录结构如下(注意数据集中路径名、文件名尽量不要使用中文,避免中文编码问题导致出错): + +``` +dataset/xxx/ +├── annotations +│ ├── train.json # coco数据的标注文件 +│ ├── valid.json # coco数据的标注文件 +├── images +│ ├── xxx1.jpg +│ ├── xxx2.jpg +│ ├── xxx3.jpg +│ | ... +... +``` + diff --git a/docs/tutorials/data/README.md b/docs/tutorials/data/README.md index 8511948a3..83e0f9d9f 100644 --- a/docs/tutorials/data/README.md +++ b/docs/tutorials/data/README.md @@ -12,6 +12,5 @@ |:--------:| :--------:|:--------:| | 目标检测 | [文档链接](DetAnnoTools.md) | [文档链接](PrepareDetDataSet.md) | | 关键点检测 | [文档链接](KeyPointAnnoTools.md) | [文档链接](PrepareKeypointDataSet.md) | -| 多目标跟踪 | [文档链接](MOTAnnoTools.md) | [文档链接](PrepareMOTDataSet.md) | -| 图像分类 | [文档链接]() | [文档链接]() | -| 属性识别 | [文档链接]() | [文档链接]() | +| 多目标跟踪 | - | - | + -- GitLab