Files
FastDeploy/fastdeploy/vision/utils/crop_image.cc
huangjianhui b565c15bf7 [Model] Add tinypose single && pipeline model (#177)
* Add tinypose model

* Add PPTinypose python API

* Fix picodet preprocess bug && Add Tinypose examples

* Update tinypose example code

* Update ppseg preprocess if condition

* Update ppseg backend support type

* Update permute.h

* Update README.md

* Update code with comments

* Move files dir

* Delete premute.cc

* Add single model pptinypose

* Delete pptinypose old code in ppdet

* Code format

* Add ppdet + pptinypose pipeline model

* Fix bug for posedetpipeline

* Change Frontend to ModelFormat

* Change Frontend to ModelFormat in __init__.py

* Add python posedetpipeline/

* Update pptinypose example dir name

* Update README.md

* Update README.md

* Update README.md

* Update README.md

* Create keypointdetection_result.md

* Create README.md

* Create README.md

* Create README.md

* Update README.md

* Update README.md

* Create README.md

* Fix det_keypoint_unite_infer.py bug

* Create README.md

* Update PP-Tinypose by comment

* Update by comment

* Add pipeline directory

* Add pptinypose dir

* Update pptinypose to align accuracy

* Addd warpAffine processor

* Update GetCpuMat to  GetOpenCVMat

* Add comment for pptinypose && pipline

* Update docs/main_page.md

* Add README.md for pptinypose

* Add README for det_keypoint_unite

* Remove ENABLE_PIPELINE option

* Remove ENABLE_PIPELINE option

* Change pptinypose default backend

* PP-TinyPose Pipeline support multi PP-Detection models

* Update pp-tinypose comment

* Update by comments

* Add single test example

Co-authored-by: Jason <jiangjiajun@baidu.com>
2022-10-21 09:28:23 +08:00

62 lines
2.3 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/utils/utils.h"
namespace fastdeploy {
namespace vision {
namespace utils {
bool CropImageByBox(const Mat& src_im, Mat* dst_im,
const std::vector<float>& box, std::vector<float>* center,
std::vector<float>* scale, const float expandratio) {
const cv::Mat* img = src_im.GetOpenCVMat();
cv::Mat* crop_img = dst_im->GetOpenCVMat();
int xmin = static_cast<int>(box[0]);
int ymin = static_cast<int>(box[1]);
int xmax = static_cast<int>(box[2]);
int ymax = static_cast<int>(box[3]);
float centerx = (xmin + xmax) / 2.0f;
float centery = (ymin + ymax) / 2.0f;
float half_h = (ymax - ymin) * (1 + expandratio) / 2.0f;
float half_w = (xmax - xmin) * (1 + expandratio) / 2.0f;
// adjust h or w to keep image ratio, expand the shorter edge
if (half_h * 3 > half_w * 4) {
half_w = half_h * 0.75;
}
int crop_xmin =std::max(0, static_cast<int>(centerx - half_w));
int crop_ymin =std::max(0, static_cast<int>(centery - half_h));
int crop_xmax = std::min(img->cols - 1, static_cast<int>(centerx + half_w));
int crop_ymax = std::min(img->rows - 1, static_cast<int>(centery + half_h));
crop_img->create(crop_ymax - crop_ymin, crop_xmax - crop_xmin, img->type());
*crop_img =
(*img)(cv::Range(crop_ymin, crop_ymax), cv::Range(crop_xmin, crop_xmax));
center->clear();
center->emplace_back((crop_xmin + crop_xmax) / 2.0f);
center->emplace_back((crop_ymin + crop_ymax) / 2.0f);
scale->clear();
scale->emplace_back((crop_xmax - crop_xmin));
scale->emplace_back((crop_ymax - crop_ymin));
dst_im->SetWidth(crop_img->cols);
dst_im->SetHeight(crop_img->rows);
return true;
}
} // namespace utils
} // namespace vision
} // namespace fastdeploy