[Model] add vsr serials models (#518)

* [Model] add vsr serials models

Signed-off-by: ChaoII <849453582@qq.com>

* [Model] add vsr serials models

Signed-off-by: ChaoII <849453582@qq.com>

* fix build problem

Signed-off-by: ChaoII <849453582@qq.com>

* fix code style

Signed-off-by: ChaoII <849453582@qq.com>

* modify according to review suggestions

Signed-off-by: ChaoII <849453582@qq.com>

* modify vsr trt example

Signed-off-by: ChaoII <849453582@qq.com>

* update sr directory

* fix BindPPSR

* add doxygen comment

* add sr unit test

* update model file url

Signed-off-by: ChaoII <849453582@qq.com>
Co-authored-by: Jason <jiangjiajun@baidu.com>
This commit is contained in:
ChaoII
2022-11-21 10:58:28 +08:00
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parent 1ac54c96bd
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# 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如若只需在CPU上部署可在[Fastdeploy C++预编译库](../../../../../docs/cn/build_and_install/download_prebuilt_libraries.md/CPP_prebuilt_libraries.md)下载CPU推理库
```bash
#下载SDK编译模型examples代码SDK中包含了examples代码
# fastdeploy版本 >= 0.7.0
wget https://bj.bcebos.com/fastdeploy/release/cpp/fastdeploy-linux-x64-gpu-0.7.0.tgz
tar xvf fastdeploy-linux-x64-gpu-0.7.0.tgz
cd fastdeploy-linux-x64-gpu-0.7.0/examples/vision/sr/basicvsr/cpp/
mkdir build && cd build
cmake .. -DFASTDEPLOY_INSTALL_DIR=${PWD}/../../../../../../../fastdeploy-linux-x64-gpu-0.7.0
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HWCBGR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)