// 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 "ultra_infer/vision/perception/paddle3d/smoke/postprocessor.h" #include "ultra_infer/vision/utils/utils.h" namespace ultra_infer { namespace vision { namespace perception { SmokePostprocessor::SmokePostprocessor() {} bool SmokePostprocessor::Run(const std::vector &tensors, std::vector *results) { results->resize(1); (*results)[0].Clear(); (*results)[0].Reserve(tensors[0].shape[0]); if (tensors[0].dtype != FDDataType::FP32) { FDERROR << "Only support post process with float32 data." << std::endl; return false; } const float *data = reinterpret_cast(tensors[0].Data()); auto result = &(*results)[0]; for (int i = 0; i < tensors[0].shape[0] * tensors[0].shape[1]; i += 14) { // item 1 : class // item 2 : observation angle α // item 3 ~ 6 : box2d x1, y1, x2, y2 // item 7 ~ 9 : box3d h, w, l // item 10 ~ 12 : box3d bottom center x, y, z // item 13 : box3d yaw angle // item 14 : score std::vector vec(data + i, data + i + 14); result->scores.push_back(vec[13]); result->label_ids.push_back(vec[0]); result->boxes.emplace_back(std::array{ vec[2], vec[3], vec[4], vec[5], vec[6], vec[7], vec[8]}); result->center.emplace_back(std::array{vec[9], vec[10], vec[11]}); result->observation_angle.push_back(vec[1]); result->yaw_angle.push_back(vec[12]); } result->valid.push_back(true); // 0 scores result->valid.push_back(true); // 1 label_ids result->valid.push_back(true); // 2 boxes result->valid.push_back(true); // 3 center result->valid.push_back(true); // 4 observation_angle result->valid.push_back(true); // 5 yaw_angle result->valid.push_back(false); // 6 velocity return true; } } // namespace perception } // namespace vision } // namespace ultra_infer