#pragma once #ifdef __cplusplus extern "C" { #endif #include "dl_lib.h" typedef enum { PNET = 0, RNET = 1, ONET = 2, } net_type_en; typedef struct { net_type_en net_type; char *file_name; int w; int h; float score_threshold; float nms_threshold; } net_config_t; typedef struct { dl_matrix3d_t *category; dl_matrix3d_t *offset; dl_matrix3d_t *landmark; } mtmn_net_t; /** * @brief Forward the pnet process, coarse detection * * @param in Image matrix, rgb888 format, size is 320x240 * @return Scores for every pixel, and box offset with respect. */ mtmn_net_t *pnet(dl_matrix3du_t *in); /** * @brief Forward the rnet process, fine determine the boxes from pnet * * @param in Image matrix, rgb888 format * @param threshold Score threshold to detect human face * @return Scores for every box, and box offset with respect. */ mtmn_net_t *rnet_with_score_verify(dl_matrix3du_t *in, float threshold); /** * @brief Forward the onet process, fine determine the boxes from rnet * * @param in Image matrix, rgb888 format * @param threshold Score threshold to detect human face * @return Scores for every box, box offset, and landmark with respect. */ mtmn_net_t *onet_with_score_verify(dl_matrix3du_t *in, float threshold); #ifdef __cplusplus } #endif