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Add model SCRFD support #68

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first commit for yolov7
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pybind for yolov7
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Transfer some funtions to private member of class
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add is_dynamic for YOLO series (#22)
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3 changes: 2 additions & 1 deletion csrcs/fastdeploy/vision.h
Original file line number Diff line number Diff line change
Expand Up @@ -17,18 +17,19 @@
#ifdef ENABLE_VISION
#include "fastdeploy/vision/biubug6/retinaface.h"
#include "fastdeploy/vision/deepcam/yolov5face.h"
#include "fastdeploy/vision/deepinsight/scrfd.h"
#include "fastdeploy/vision/linzaer/ultraface.h"
#include "fastdeploy/vision/megvii/yolox.h"
#include "fastdeploy/vision/meituan/yolov6.h"
#include "fastdeploy/vision/ppcls/model.h"
#include "fastdeploy/vision/ppdet/ppyoloe.h"
#include "fastdeploy/vision/ppogg/yolov5lite.h"
#include "fastdeploy/vision/ppseg/model.h"
#include "fastdeploy/vision/rangilyu/nanodet_plus.h"
#include "fastdeploy/vision/ultralytics/yolov5.h"
#include "fastdeploy/vision/wongkinyiu/scaledyolov4.h"
#include "fastdeploy/vision/wongkinyiu/yolor.h"
#include "fastdeploy/vision/wongkinyiu/yolov7.h"
#include "fastdeploy/vision/ppogg/yolov5lite.h"
#endif

#include "fastdeploy/vision/visualize/visualize.h"
47 changes: 47 additions & 0 deletions csrcs/fastdeploy/vision/deepinsight/deepinsight_pybind.cc
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
// 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 BindDeepinsight(pybind11::module& m) {
auto deepinsight_module = m.def_submodule(
"deepinsight", "https://github.com/deepinsight");
pybind11::class_<vision::deepinsight::SCRFD, FastDeployModel>(
deepinsight_module, "SCRFD")
.def(pybind11::init<std::string, std::string, RuntimeOption, Frontend>())
.def("predict",
[](vision::deepinsight::SCRFD& self, pybind11::array& data,
float conf_threshold, float nms_iou_threshold) {
auto mat = PyArrayToCvMat(data);
vision::FaceDetectionResult res;
self.Predict(&mat, &res, conf_threshold, nms_iou_threshold);
return res;
})
.def_readwrite("size", &vision::deepinsight::SCRFD::size)
.def_readwrite("padding_value",
&vision::deepinsight::SCRFD::padding_value)
.def_readwrite("is_mini_pad", &vision::deepinsight::SCRFD::is_mini_pad)
.def_readwrite("is_no_pad", &vision::deepinsight::SCRFD::is_no_pad)
.def_readwrite("is_scale_up", &vision::deepinsight::SCRFD::is_scale_up)
.def_readwrite("stride", &vision::deepinsight::SCRFD::stride)
.def_readwrite("use_kps", &vision::deepinsight::SCRFD::use_kps)
.def_readwrite("max_nms", &vision::deepinsight::SCRFD::max_nms)
.def_readwrite("downsample_strides",
&vision::deepinsight::SCRFD::downsample_strides)
.def_readwrite("num_anchors", &vision::deepinsight::SCRFD::num_anchors)
.def_readwrite("landmarks_per_face",
&vision::deepinsight::SCRFD::landmarks_per_face);
}
} // namespace fastdeploy
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