Add YOLOv5-cls Model (#335)

* add yolov5cls

* fixed bugs

* fixed bugs

* fixed preprocess bug

* add yolov5cls readme

* deal with comments

* Add YOLOv5Cls Note

* add yolov5cls test

Co-authored-by: Jason <jiangjiajun@baidu.com>
This commit is contained in:
WJJ1995
2022-10-12 15:57:26 +08:00
committed by GitHub
parent 945e197bd1
commit b557dbc2d8
19 changed files with 719 additions and 4 deletions

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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 BindYOLOv5Cls(pybind11::module& m) {
pybind11::class_<vision::classification::YOLOv5Cls, FastDeployModel>(
m, "YOLOv5Cls")
.def(pybind11::init<std::string, std::string, RuntimeOption,
ModelFormat>())
.def("predict",
[](vision::classification::YOLOv5Cls& self, pybind11::array& data,
int topk = 1) {
auto mat = PyArrayToCvMat(data);
vision::ClassifyResult res;
self.Predict(&mat, &res, topk);
return res;
})
.def_readwrite("size", &vision::classification::YOLOv5Cls::size);
}
} // namespace fastdeploy