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FastDeploy/fastdeploy/vision/megvii/megvii_pybind.cc
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DefTruth 89181042f5 Add yolox c++/pybind and model_zoo demo (#21)
* 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
2022-07-19 09:55:07 +08:00

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// 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/pybind/main.h"
namespace fastdeploy {
void BindMegvii(pybind11::module& m) {
auto megvii_module =
m.def_submodule("megvii", "https://github.com/megvii/YOLOX");
pybind11::class_<vision::megvii::YOLOX, FastDeployModel>(
megvii_module, "YOLOX")
.def(pybind11::init<std::string, std::string, RuntimeOption, Frontend>())
.def("predict",
[](vision::megvii::YOLOX& self, pybind11::array& data,
float conf_threshold, float nms_iou_threshold) {
auto mat = PyArrayToCvMat(data);
vision::DetectionResult res;
self.Predict(&mat, &res, conf_threshold, nms_iou_threshold);
return res;
})
.def_readwrite("size", &vision::megvii::YOLOX::size)
.def_readwrite("padding_value",
&vision::megvii::YOLOX::padding_value)
.def_readwrite("is_decode_exported",
&vision::megvii::YOLOX::is_decode_exported)
.def_readwrite("downsample_strides",
&vision::megvii::YOLOX::downsample_strides)
.def_readwrite("max_wh", &vision::megvii::YOLOX::max_wh);
}
} // namespace fastdeploy