/* * @Author: yangzilong * @Date: 2021-12-16 14:25:13 * @Last Modified by: yangzilong * @Email: yangzilong@objecteye.com * @Description: */ #include "GatherDetect.h" #include "../ai_platform/mvpt_process_assist.h" GatherDetect::GatherDetect() { m_task_param_manager = task_param_manager::getInstance(); } std::vector GatherDetect::process(vector vec_vptMem, vector &ol_det_result, algorithm_type_t algor_type) { std::vector results; map && algor_config_param = m_task_param_manager->get_task_algor_params(); map> && algor_param = m_task_param_manager->get_task_other_params(); for (size_t idx = 0; idx < vec_vptMem.size(); idx++) { DeviceMemory* cur_vptMem = vec_vptMem[idx]; string task_id = cur_vptMem->getId(); map taskid_obj_count; map> taskid_to_boxes; if (algor_config_param.count(task_id) && algor_config_param[task_id].human_algors.count(algor_type)) { task_param_manager::algo_param_type_t_* cur_task_params = algor_param[task_id][algor_type]; { onelevel_det_result &cur_task_ol_detres = ol_det_result[idx]; for (int c = 0; c < cur_task_ol_detres.obj_count; c++) { auto& obj_c = cur_task_ol_detres.obj[c]; bool bHuman = algor_type == algorithm_type_t::HUMAN_GATHER || algor_type == algorithm_type_t::HUMAN_DENSITY || algor_type == algorithm_type_t::HUMAN_REGION_GATHER; bool bCount = false; if(bHuman && obj_c.index == (int)det_class_label_t::HUMAN) { bCount = true; } else if (algor_type == algorithm_type_t::VEHICLE_GATHER && obj_c.index >= 4 && obj_c.index <= 8) { bCount = true; } if (bCount && snapshot_legal_inarea(cur_task_params->basic_param->algor_valid_rect, obj_c.left, obj_c.top, obj_c.right, obj_c.bottom)) { taskid_obj_count[task_id]++; auto tmp_box = cur_task_ol_detres.obj[c]; box_t box; box.top = tmp_box.top; box.left = tmp_box.left; box.right = tmp_box.right; box.bottom = tmp_box.bottom; box.score = tmp_box.confidence; taskid_to_boxes[task_id].emplace_back(std::move(box)); } } } int count_threshold = ((algor_config_param_human_gather*)cur_task_params->algor_param)->human_count_threshold; int frame_stride = ((algor_config_param_human_gather*)cur_task_params->algor_param)->frame_stride; if (taskid_obj_count[task_id] > count_threshold && cur_vptMem->getFrameNb() % frame_stride == 0) { GatherResult data; data.origin_img = VPCUtil::vpc_devMem2vpcImg(vec_vptMem[idx]); data.task_id = task_id; data.boxes = std::move(taskid_to_boxes[task_id]); data.id = gid_++; results.emplace_back(std::move(data)); } } } return results; }