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dc13eb7049
* 对RKNPU2后端进行修改，当模型为非量化模型时，不在NPU执行normalize操作，当模型为量化模型时，在NUP上执行normalize操作 * 更新RKNPU2框架，输出数据的数据类型统一返回fp32类型 * 更新scrfd，拆分disable_normalize和disable_permute * 更新scrfd代码，支持量化 * 更新scrfd python example代码 * 更新模型转换代码，支持量化模型 * 更新文档 * 按照要求修改 * 按照要求修改 * 修正模型转换文档 * 更新一下转换脚本
50 lines
2.2 KiB
C++
50 lines
2.2 KiB
C++
// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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#include "fastdeploy/pybind/main.h"
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namespace fastdeploy {
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void BindSCRFD(pybind11::module& m) {
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// Bind SCRFD
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pybind11::class_<vision::facedet::SCRFD, FastDeployModel>(m, "SCRFD")
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.def(pybind11::init<std::string, std::string, RuntimeOption,
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ModelFormat>())
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.def("predict",
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[](vision::facedet::SCRFD& self, pybind11::array& data,
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float conf_threshold, float nms_iou_threshold) {
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auto mat = PyArrayToCvMat(data);
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vision::FaceDetectionResult res;
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self.Predict(&mat, &res, conf_threshold, nms_iou_threshold);
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return res;
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})
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.def("disable_normalize",&vision::facedet::SCRFD::DisableNormalize)
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.def("disable_permute",&vision::facedet::SCRFD::DisablePermute)
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.def_readwrite("size", &vision::facedet::SCRFD::size)
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.def_readwrite("padding_value", &vision::facedet::SCRFD::padding_value)
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.def_readwrite("is_mini_pad", &vision::facedet::SCRFD::is_mini_pad)
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.def_readwrite("is_no_pad", &vision::facedet::SCRFD::is_no_pad)
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.def_readwrite("is_scale_up", &vision::facedet::SCRFD::is_scale_up)
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.def_readwrite("stride", &vision::facedet::SCRFD::stride)
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.def_readwrite("use_kps", &vision::facedet::SCRFD::use_kps)
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.def_readwrite("max_nms", &vision::facedet::SCRFD::max_nms)
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.def_readwrite("downsample_strides",
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&vision::facedet::SCRFD::downsample_strides)
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.def_readwrite("num_anchors", &vision::facedet::SCRFD::num_anchors)
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.def_readwrite("landmarks_per_face",
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&vision::facedet::SCRFD::landmarks_per_face);
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}
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} // namespace fastdeploy
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