Files
FastDeploy/model_zoo/vision/yolov5face/cpp/yolov5face.cc
DefTruth fc71d79e58 Add YOLOv5Face model support (#38)
* update .gitignore

* Added checking for cmake include dir

* fixed missing trt_backend option bug when init from trt

* remove un-need data layout and add pre-check for dtype

* changed RGB2BRG to BGR2RGB in ppcls model

* add model_zoo yolov6 c++/python demo

* fixed CMakeLists.txt typos

* update yolov6 cpp/README.md

* add yolox c++/pybind and model_zoo demo

* move some helpers to private

* fixed CMakeLists.txt typos

* add normalize with alpha and beta

* add version notes for yolov5/yolov6/yolox

* add copyright to yolov5.cc

* revert normalize

* fixed some bugs in yolox

* Add YOLOv5Face Model support

* fixed examples/vision typos

* fixed runtime_option print func bugs
2022-07-25 21:55:56 +08:00

41 lines
1.3 KiB
C++

// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#include "fastdeploy/vision.h"
int main() {
namespace vis = fastdeploy::vision;
auto model = vis::deepcam::YOLOv5Face("yolov5s-face.onnx");
if (!model.Initialized()) {
std::cerr << "Init Failed." << std::endl;
return -1;
}
cv::Mat im = cv::imread("test.jpg");
cv::Mat vis_im = im.clone();
vis::FaceDetectionResult res;
if (!model.Predict(&im, &res, 0.1f, 0.3f)) {
std::cerr << "Prediction Failed." << std::endl;
return -1;
}
// 输出预测框结果
std::cout << res.Str() << std::endl;
// 可视化预测结果
vis::Visualize::VisFaceDetection(&vis_im, res, 2, 0.3f);
cv::imwrite("vis_result.jpg", vis_im);
return 0;
}