From b5bfe8239ebd2bfbc813e66707193024fee7e283 Mon Sep 17 00:00:00 2001 From: littletomatodonkey Date: Sun, 12 Jul 2020 18:48:10 +0000 Subject: [PATCH] add readme --- deploy/cpp_infer/CMakeLists.txt | 5 +- deploy/cpp_infer/readme.md | 149 ++++++++++++++++++++++++++++++ deploy/cpp_infer/tools/build.sh | 2 + deploy/cpp_infer/tools/run.sh | 2 +- deploy/imgs/cpp_infer_pred_12.png | Bin 0 -> 80323 bytes 5 files changed, 153 insertions(+), 5 deletions(-) create mode 100644 deploy/cpp_infer/readme.md create mode 100644 deploy/imgs/cpp_infer_pred_12.png diff --git a/deploy/cpp_infer/CMakeLists.txt b/deploy/cpp_infer/CMakeLists.txt index 282b245d..8f06068c 100644 --- a/deploy/cpp_infer/CMakeLists.txt +++ b/deploy/cpp_infer/CMakeLists.txt @@ -27,11 +27,8 @@ if(NOT DEFINED DEMO_NAME) message(FATAL_ERROR "please set DEMO_NAME with -DDEMO_NAME=demo_name") endif() -# user ze -# find_package(OpenCV) - -set(OPENCV_DIR "/paddle/libs/opencv-3.4.7/opencv3") +set(OPENCV_DIR ${OPENCV_DIR}) find_package(OpenCV REQUIRED PATHS ${OPENCV_DIR}/share/OpenCV NO_DEFAULT_PATH) include_directories(${OpenCV_INCLUDE_DIRS}) diff --git a/deploy/cpp_infer/readme.md b/deploy/cpp_infer/readme.md new file mode 100644 index 00000000..23612bcf --- /dev/null +++ b/deploy/cpp_infer/readme.md @@ -0,0 +1,149 @@ +# 服务器端C++预测 + +本教程将介绍在服务器端部署PaddleOCR超轻量中文检测、识别模型的详细步骤。 + + +## 1. 准备环境 + +### 运行准备 +- Linux环境,推荐使用docker。 + +### 1.1 编译opencv库 + +* 首先需要从opencv官网上下载在Linux环境下源码编译的包,以opencv3.4.7为例,下载命令如下。 + +``` +wget https://github.com/opencv/opencv/archive/3.4.7.tar.gz +tar -xf 3.4.7.tar.gz +``` + +最终可以在当前目录下看到`opencv-3.4.7/`的文件夹。 + +* 编译opencv,设置opencv源码路径(`root_path`)以及安装路径(`install_path`)。进入opencv源码路径下,按照下面的方式进行编译。 + +```shell +root_path=/paddle/libs/opencv-3.4.7 +install_path=${root_path}/opencv3 + +rm -rf build +mkdir build +cd build + +cmake .. \ + -DCMAKE_INSTALL_PREFIX=${install_path} \ + -DCMAKE_BUILD_TYPE=Release \ + -DBUILD_SHARED_LIBS=OFF \ + -DWITH_IPP=OFF \ + -DBUILD_IPP_IW=OFF \ + -DWITH_LAPACK=OFF \ + -DWITH_EIGEN=OFF \ + -DCMAKE_INSTALL_LIBDIR=lib64 \ + -DWITH_ZLIB=ON \ + -DBUILD_ZLIB=ON \ + -DWITH_JPEG=ON \ + -DBUILD_JPEG=ON \ + -DWITH_PNG=ON \ + -DBUILD_PNG=ON \ + -DWITH_TIFF=ON \ + -DBUILD_TIFF=ON + +make -j +make install +``` + +最终在安装路径下的文件结构如下所示。 + +``` +opencv3/ +|-- bin +|-- include +|-- lib +|-- lib64 +|-- share +``` + +### 1.2 编译Paddle预测库 + +* 可以参考[Paddle预测库官网](https://www.paddlepaddle.org.cn/documentation/docs/zh/advanced_guide/inference_deployment/inference/build_and_install_lib_cn.html)的说明,从github上获取Paddle代码,然后进行编译,生成最新的预测库。使用git获取代码方法如下。 + +```shell +git clone https://github.com/PaddlePaddle/Paddle.git +``` + +* 进入Paddle目录后,编译方法如下。 + +```shell +rm -rf build +mkdir build +cd build + +cmake .. \ + -DWITH_CONTRIB=OFF \ + -DWITH_MKL=ON \ + -DWITH_MKLDNN=OFF \ + -DWITH_TESTING=OFF \ + -DCMAKE_BUILD_TYPE=Release \ + -DWITH_INFERENCE_API_TEST=OFF \ + -DON_INFER=ON \ + -DWITH_PYTHON=ON +make -j16 +make inference_lib_dist +``` + +更多编译参数选项可以参考Paddle C++预测库官网:[https://www.paddlepaddle.org.cn/documentation/docs/zh/advanced_guide/inference_deployment/inference/build_and_install_lib_cn.html](https://www.paddlepaddle.org.cn/documentation/docs/zh/advanced_guide/inference_deployment/inference/build_and_install_lib_cn.html)。 + + +* 编译完成之后,可以在`build/fluid_inference_install_dir/`文件下看到生成了以下文件及文件夹。 + +``` +build/fluid_inference_install_dir/ +|-- CMakeCache.txt +|-- paddle +|-- third_party +|-- version.txt +``` + +其中`paddle`就是之后进行C++预测时所需的Paddle库,`version.txt`中包含当前预测库的版本信息。 + + +## 2 开始运行 + +### 2.1 将模型导出为inference model + +* 可以参考[模型预测章节](../../doc/doc_ch/inference.md),导出inference model,用于模型预测。模型导出之后,假设放在`inference`目录下,则目录结构如下。 + +``` +inference/ +|-- det_db +| |--model +| |--params +|-- rec_rcnn +| |--model +| |--params +``` + + +### 2.2 编译PaddleOCR C++预测demo + +* 编译命令如下,其中Paddle C++预测库、opencv等其他依赖库的地址需要换成自己机器上的实际地址。 + + +```shell +sh tools/build.sh +``` + +* 编译完成之后,会在`build`文件夹下生成一个名为`ocr_system`的可执行文件。 + + +### 运行demo +* 执行以下命令,完成对一幅图像的OCR识别与检测,最终输出 + +```shell +sh tools/run.sh +``` + +最终屏幕上会输出检测结果如下。 + +
+ +
diff --git a/deploy/cpp_infer/tools/build.sh b/deploy/cpp_infer/tools/build.sh index a3a709ca..8eea3b85 100755 --- a/deploy/cpp_infer/tools/build.sh +++ b/deploy/cpp_infer/tools/build.sh @@ -1,4 +1,5 @@ +OPENCV_DIR=/paddle/libs/opencv-3.4.7/opencv3 LIB_DIR=/paddle/code/gry/Paddle/build/fluid_inference_install_dir/ CUDA_LIB_DIR=/usr/local/cuda/lib64 CUDNN_LIB_DIR=/usr/lib/x86_64-linux-gnu/ @@ -15,6 +16,7 @@ cmake .. \ -DWITH_GPU=OFF \ -DWITH_STATIC_LIB=OFF \ -DUSE_TENSORRT=OFF \ + -DOPENCV_DIR=${OPENCV_DIR} \ -DCUDNN_LIB=${CUDNN_LIB_DIR} \ -DCUDA_LIB=${CUDA_LIB_DIR} \ -DTENSORRT_ROOT=YOUR_TENSORRT_ROOT_DIR diff --git a/deploy/cpp_infer/tools/run.sh b/deploy/cpp_infer/tools/run.sh index 1989d5ea..dd2441c1 100755 --- a/deploy/cpp_infer/tools/run.sh +++ b/deploy/cpp_infer/tools/run.sh @@ -1,2 +1,2 @@ -./build/ocr_system ./inference/det_db/ ./inference/rec_crnn/ ../../doc/imgs/11.jpg +./build/ocr_system ./inference/det_db/ ./inference/rec_crnn/ ../../doc/imgs/12.jpg diff --git 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