#include "HumanCarParsing.h" #include #include #include "opencv2/opencv.hpp" #include "opencv2/highgui/highgui.hpp" #include "../../FFNvDecoder/logger.hpp" //string up[12] = { "T恤", "马甲/吊带/背心", "衬衫", "西服", "毛衣", "皮衣/夹克", "羽绒服", "大衣/风衣", "外套", "连衣裙", "无上衣", "其他" }; //string up_color[12] = { "黑", "白", "红", "黄", "蓝", "绿", "紫", "棕", "灰", "橙", "多色", "其他" }; //string down[6] = { "长裤", "短裤", "长裙", "短裙", "连衣裙", "其他" }; //string down_color[12] = { "黑", "白", "红", "黄", "蓝", "绿", "紫", "棕", "灰", "橙", "多色", "其他" }; //string bao[5] = { "无包", "单肩包", "双肩包", "其他", "钱包" }; //string bag_color[12] = { "黑", "白", "红", "黄", "蓝", "绿", "紫", "棕", "灰", "橙", "多色", "其他" }; //string head[6] = { "长发", "短发", "光头", "帽子", "头盔", "其他" }; //string clothing_text[5] = { "纯色", "碎花", "条纹", "格子", "其他" }; //string sex[3] = { "男", "女", "不明" }; //string figure[3] = { "胖", "瘦", "中" }; //string nationality[5] = { "汉族", "维族", "黑人", "白人", "其他" }; //string age[6] = { "幼儿", "儿童", "青年", "中年", "老年", "不明" }; //string eye[4] = { "正常眼睛", "眼镜", "墨镜", "其他" }; //string mouth[3] = { "正常嘴", "戴口罩", "其他" }; //string weibo[3] = { "无围巾", "普通围巾", "包头围巾" }; // //string carColor[13] = { "黑", "白", "红", "黄", "蓝", "绿", "紫", "棕", "灰", "橙", "多色", "其他", "银" }; //string orient[3] = { "正面", "背面", "侧面" }; //string drivenum[4] = { "0人", "1人", "2人", "更多人" }; //string dasan[2] = { "无", "有" }; //string take[2] = { "无", "物品" }; //static std::string hcp_head[] = { "长发", "短发", "头盔", "其他" }; //static std::string hcp_eye[] = { "未戴眼镜", "戴眼镜" }; //static std::string hcp_mouth[] = { "未戴口罩", "戴口罩" }; //static std::string hcp_weibo[] = { "未带围巾", "带围巾" }; //static std::string hcp_up[] = { "T恤/背心", "衬衫", "毛衣", "外套", "连衣裙", "其他" }; //static std::string hcp_up_color[] = { "黑", "白", "灰", "红", "蓝", "黄", "绿", "多色", "不明" }; //static std::string hcp_clothing_text[] = { "纯色", "碎花", "条纹格子", "其他" }; //static std::string hcp_bao[] = { "无包", "背包" }; //static std::string hcp_sex[] = { "男", "女", "不明" }; //static std::string hcp_age[] = { "小孩", "成人", "不明" }; //static std::string hcp_carColor[] = { "黑", "白", "红", "其他" }; //static std::string hcp_orient[] = { "正面", "背面", "侧面" }; //static std::string hcp_dasan[] = { "无", "有" }; //static std::string hcp_take[] = { "无", "有" }; const int FIR_INDEX_SIZE = 14; const int SEC_INDEX_SIZE[FIR_INDEX_SIZE] = {4,2,2,2,6,9,4,2,3,3,4,3,2,2 }; HumanCarParsing::HumanCarParsing(){ } HumanCarParsing::~HumanCarParsing(){ LOG_INFO("~HumanCarParsing"); } int HumanCarParsing::init(int gpuid, char* auth_license) { hcp_param param; param.mode = DEVICE_GPU; param.gpuid = gpuid; param.engine = ENGINE_TENSORRT; param.serialize_file = "./serialize_file/HCP"; param.max_batch = 20; if (hcp_init(&handle, param) != 0) { LOG_ERROR("hcp_init Failed!"); return FAILED; } LOG_INFO("hcp_init success! gpu_id: {}", gpuid); return SUCCESS; } int HumanCarParsing::process(sy_img * batch_img, int batch_size, hcp_analysis_result *result) { // LOG_DEBUG("batch_size: {}", batch_size); hcp_batch(handle, batch_img, batch_size, result); for (int b = 0; b < batch_size; b++) { hcp_analysis_result &cur_result = result[b]; for (int i = 0; i < FIR_INDEX_SIZE; i++) { if (cur_result.res_objs[i].res_index >= SEC_INDEX_SIZE[i]) { cur_result.res_objs[i].res_index = 0; } } } return SUCCESS; } int HumanCarParsing::release() { if(handle) { hcp_release(&handle); handle = nullptr; } LOG_INFO("hcp_release"); return SUCCESS; }