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2023-01-06 09:34:28 +08:00
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60
examples/vision/sr/basicvsr/cpp/README.md
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# BasicVSR C++部署示例
English | [简体中文](README_CN.md)
# BasicVSR C++ Deployment Example
本目录下提供`infer.cc`快速完成BasicVSR在CPU/GPU，以及GPU上通过TensorRT加速部署的示例。
This directory provides examples that `infer.cc` fast finishes the deployment of BasicVSR on CPU/GPU and GPU accelerated by TensorRT.
Before deployment, two steps require confirmation
在部署前，需确认以下两个步骤
- 1. 软硬件环境满足要求，参考[FastDeploy环境要求](../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
- 2. 根据开发环境，下载预编译部署库和samples代码，参考[FastDeploy预编译库](../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
以Linux上BasicVSR推理为例，在本目录执行如下命令即可完成编译测试，支持此模型需保证FastDeploy版本0.7.0以上(x.x.x>=0.7.0)
- 1. Software and hardware should meet the requirements. Please refer to [FastDeploy Environment Requirements](../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
- 2. Download the precompiled deployment library and samples code according to your development environment. Refer to [FastDeploy Precompiled Library](../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
Taking the BasicVSR inference on Linux as an example, the compilation test can be completed by executing the following command in this directory. FastDeploy version 0.7.0 or above (x.x.x>=0.7.0) is required to support this model.
```bash
mkdir build
cd build
# 下载FastDeploy预编译库，用户可在上文提到的`FastDeploy预编译库`中自行选择合适的版本使用
# Download the FastDeploy precompiled library. Users can choose your appropriate version in the `FastDeploy Precompiled Library` mentioned above
wget https://bj.bcebos.com/fastdeploy/release/cpp/fastdeploy-linux-x64-x.x.x.tgz
tar xvf fastdeploy-linux-x64-x.x.x.tgz
cmake .. -DFASTDEPLOY_INSTALL_DIR=${PWD}/fastdeploy-linux-x64-x.x.x
make -j
# 下载BasicVSR模型文件和测试视频
# Download BasicVSR model files and test videos
wget https://bj.bcebos.com/paddlehub/fastdeploy/BasicVSR_reds_x4.tar
tar -xvf BasicVSR_reds_x4.tar
wget https://bj.bcebos.com/paddlehub/fastdeploy/vsr_src.mp4
# CPU推理
# CPU inference
./infer_demo BasicVSR_reds_x4 vsr_src.mp4 0 2
# GPU推理
# GPU inference
./infer_demo BasicVSR_reds_x4 vsr_src.mp4 1 2
# GPU上TensorRT推理
# TensorRT Inference on GPU
./infer_demo BasicVSR_reds_x4 vsr_src.mp4 2 2
```
以上命令只适用于Linux或MacOS, Windows下SDK的使用方式请参考:
- [如何在Windows中使用FastDeploy C++ SDK](../../../../../docs/cn/faq/use_sdk_on_windows.md)
The above command works for Linux or MacOS. For SDK use-pattern in Windows, refer to:
- [How to use FastDeploy C++ SDK in Windows](../../../../../docs/cn/faq/use_sdk_on_windows.md)
## BasicVSR C++接口
## BasicVSR C++ Interface
### BasicVSR类
### BasicVSR Class
```c++
fastdeploy::vision::sr::BasicVSR(
@@ -46,28 +46,28 @@ fastdeploy::vision::sr::BasicVSR(
const ModelFormat& model_format = ModelFormat::PADDLE)
```
BasicVSR模型加载和初始化，其中model_file为导出的Paddle模型格式。
BasicVSR model loading and initialization, among which model_file is the exported Paddle model format.
**参数**
**Parameter**
> * **model_file**(str): 模型文件路径
> * **params_file**(str): 参数文件路径
> * **runtime_option**(RuntimeOption): 后端推理配置，默认为None，即采用默认配置
> * **model_format**(ModelFormat): 模型格式，默认为Paddle格式
> * **model_file**(str): Model file path
> * **params_file**(str): Parameter file path
> * **runtime_option**(RuntimeOption): Backend inference configuration. None by default, which is the default configuration
> * **model_format**(ModelFormat): Model format. Paddle format by default
#### Predict函数
#### Predict Function
> ```c++
> BasicVSR::Predict(std::vector<cv::Mat>& imgs, std::vector<cv::Mat>& results)
> ```
>
> 模型预测接口，输入图像直接输出检测结果。
> Model prediction interface. Input images and output detection results.
>
> **参数**
> **Parameter**
>
> > * **imgs**: 输入视频帧序列，注意需为HWC，BGR格式
> > * **results**: 视频超分结果，超分后的视频帧序列
> > * **imgs**: Input video frame sequence in HWC or BGR format
> > * **results**: Video SR results: video frame sequence after SR
- [模型介绍](../../)
- [Python部署](../python)
- [如何切换模型推理后端引擎](../../../../../docs/cn/faq/how_to_change_backend.md)
- [Model Description](../../)
- [Python Deployment](../python)
- [How to switch the model inference backend engine](../../../../../docs/cn/faq/how_to_change_backend.md)

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[English](README.md) | 简体中文
# BasicVSR C++部署示例
本目录下提供`infer.cc`快速完成BasicVSR在CPU/GPU，以及GPU上通过TensorRT加速部署的示例。
在部署前，需确认以下两个步骤
- 1. 软硬件环境满足要求，参考[FastDeploy环境要求](../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
- 2. 根据开发环境，下载预编译部署库和samples代码，参考[FastDeploy预编译库](../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md)
以Linux上BasicVSR推理为例，在本目录执行如下命令即可完成编译测试，支持此模型需保证FastDeploy版本0.7.0以上(x.x.x>=0.7.0)
```bash
mkdir build
cd build
# 下载FastDeploy预编译库，用户可在上文提到的`FastDeploy预编译库`中自行选择合适的版本使用
wget https://bj.bcebos.com/fastdeploy/release/cpp/fastdeploy-linux-x64-x.x.x.tgz
tar xvf fastdeploy-linux-x64-x.x.x.tgz
cmake .. -DFASTDEPLOY_INSTALL_DIR=${PWD}/fastdeploy-linux-x64-x.x.x
make -j
# 下载BasicVSR模型文件和测试视频
wget https://bj.bcebos.com/paddlehub/fastdeploy/BasicVSR_reds_x4.tar
tar -xvf BasicVSR_reds_x4.tar
wget https://bj.bcebos.com/paddlehub/fastdeploy/vsr_src.mp4
# CPU推理
./infer_demo BasicVSR_reds_x4 vsr_src.mp4 0 2
# GPU推理
./infer_demo BasicVSR_reds_x4 vsr_src.mp4 1 2
# GPU上TensorRT推理
./infer_demo BasicVSR_reds_x4 vsr_src.mp4 2 2
```
以上命令只适用于Linux或MacOS, Windows下SDK的使用方式请参考:
- [如何在Windows中使用FastDeploy C++ SDK](../../../../../docs/cn/faq/use_sdk_on_windows.md)
## BasicVSR C++接口
### BasicVSR类
```c++
fastdeploy::vision::sr::BasicVSR(
const string& model_file,
const string& params_file = "",
const RuntimeOption& runtime_option = RuntimeOption(),
const ModelFormat& model_format = ModelFormat::PADDLE)
```
BasicVSR模型加载和初始化，其中model_file为导出的Paddle模型格式。
**参数**
> * **model_file**(str): 模型文件路径
> * **params_file**(str): 参数文件路径
> * **runtime_option**(RuntimeOption): 后端推理配置，默认为None，即采用默认配置
> * **model_format**(ModelFormat): 模型格式，默认为Paddle格式
#### Predict函数
> ```c++
> BasicVSR::Predict(std::vector<cv::Mat>& imgs, std::vector<cv::Mat>& results)
> ```
>
> 模型预测接口，输入图像直接输出检测结果。
>
> **参数**
>
> > * **imgs**: 输入视频帧序列，注意需为HWC，BGR格式
> > * **results**: 视频超分结果，超分后的视频帧序列
- [模型介绍](../../)
- [Python部署](../python)
- [如何切换模型推理后端引擎](../../../../../docs/cn/faq/how_to_change_backend.md)