/* * ESPRESSIF MIT License * * Copyright (c) 2018 * * Permission is hereby granted for use on ESPRESSIF SYSTEMS products only, in which case, * it is free of charge, to any person obtaining a copy of this software and associated * documentation files (the "Software"), to deal in the Software without restriction, including * without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, * and/or sell copies of the Software, and to permit persons to whom the Software is furnished * to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all copies or * substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS * FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR * COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER * IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN * CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE. * */ #pragma once #if __cplusplus extern "C" { #endif #include "image_util.h" #include "dl_lib.h" #include "mtmn.h" static inline mtmn_config_t mtmn_init_config() { mtmn_config_t mtmn_config; mtmn_config.min_face = 80; mtmn_config.pyramid = 0.7; mtmn_config.p_threshold.score = 0.6; mtmn_config.p_threshold.nms = 0.7; mtmn_config.r_threshold.score = 0.6; mtmn_config.r_threshold.nms = 0.7; mtmn_config.r_threshold.candidate_number = 4; mtmn_config.o_threshold.score = 0.6; mtmn_config.o_threshold.nms = 0.4; mtmn_config.o_threshold.candidate_number = 1; return mtmn_config; } /** * @brief Do MTMN face detection, return box and landmark infomation. * * @param image_matrix Image matrix, rgb888 format * @param config Configuration of MTMN i.e. score threshold, nms threshold, candidate number threshold, pyramid, min face size * @return box_array_t* A list of boxes and score. */ box_array_t *face_detect(dl_matrix3du_t *image_matrix, mtmn_config_t *config); #if __cplusplus } #endif