snapshot_reprocessing.cpp
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#include "snapshot_reprocessing.h"
#include "../common/logger.hpp"
#include "../ai_platform/mvpt_process_assist.h"
#include "../decoder/interface/DeviceMemory.hpp"
snapshot_reprocessing::snapshot_reprocessing(int devId)
{
m_task_param_manager = task_param_manager::getInstance();
algor_index_table["human"] = { (int)det_class_label_t::HUMAN };
algor_index_table["nonmotor_vehicle"] = { (int)det_class_label_t::BICYCLE, (int)det_class_label_t::MOTOCYCLE, (int)det_class_label_t::TRICYCLE };
algor_index_table["vehicle"] = { (int)det_class_label_t::SMALL_CAR, (int)det_class_label_t::LARGE_CAR, (int)det_class_label_t::TRUCK, (int)det_class_label_t::TRACTOR, (int)det_class_label_t::MEDIUM_BUS };
}
snapshot_reprocessing::~snapshot_reprocessing()
{
}
static void box_expansion(video_object_info& obj_info, float expand_ratio, int frame_width, int frame_height){
int origin_width = obj_info.right - obj_info.left;
int origin_height = obj_info.bottom - obj_info.top;
int expansion_width = origin_width * expand_ratio;
int expansion_height = origin_height * expand_ratio;
obj_info.left = max(obj_info.left - expansion_width, 0);
obj_info.top = max(obj_info.top - expansion_height, 0);
obj_info.right = min(obj_info.right + expansion_width, frame_width - 1);
obj_info.bottom = min(obj_info.bottom + expansion_height, frame_height - 1);
}
/* 获取人车物目标快照图 */
vector<multi_obj_data_t> snapshot_reprocessing::get_vehicle_snapshot(vector<DeviceMemory*> vec_devMem, vector<onelevel_det_result>& ol_det_result, int skip_frame)
{
// 过滤出车辆
filter_vehicle(ol_det_result);
map<string, algor_open_config_param> && algor_config_param = m_task_param_manager->get_task_algor_params();
map<string, map<algo_type, task_param_manager::algo_param_type_t_*>> && algor_param = m_task_param_manager->get_task_other_params();
vector<multi_obj_data_t> results;
int idx = 0;
for (auto memPtr : vec_devMem)
{
string task_id = memPtr->getId();
map<string, std::vector<video_object_info>> taskid_to_obj;
if (algor_config_param.count(task_id) && algor_config_param[task_id].vehicle_algors.count(algorithm_type_t::VEHICLE_SNAPSHOT))
{
task_param_manager::algo_param_type_t_* cur_task_params = algor_param[task_id][algorithm_type_t::VEHICLE_SNAPSHOT];
// 同一目标间隔多少帧保存
int snap_frame_interval = ((algor_config_param_snapshot*)cur_task_params->algor_param)->snap_frame_interval;
onelevel_det_result &cur_task_ol_detres = ol_det_result[idx];
for (int c = 0; c < cur_task_ol_detres.obj_count; c++)
{
det_objinfo det_obj = cur_task_ol_detres.obj[c];
if(snap_frame_interval > 0 && det_obj.num % snap_frame_interval >= skip_frame){
continue;
}
int type_index = det_obj.index;
if ((type_index == 4 || type_index == 5 || type_index == 6 || type_index ==7 || type_index ==8)
&& snapshot_legal_inarea(cur_task_params->basic_param->algor_valid_rect, det_obj.left, det_obj.top, det_obj.right, det_obj.bottom))
{
video_object_info obj_info;
obj_info.top = det_obj.top;
obj_info.left = det_obj.left;
obj_info.right = det_obj.right;
obj_info.bottom = det_obj.bottom;
obj_info.confidence = det_obj.confidence;
obj_info.index = type_index;
obj_info.object_id = det_obj.id;
int frame_height = memPtr->getHeight();
int frame_width = memPtr->getWidth();
box_expansion(obj_info, EXPANSION_PROPORTION, frame_width, frame_height);
taskid_to_obj[task_id].emplace_back(std::move(obj_info));
}
}
if (taskid_to_obj.size() > 0)
{
static long long gid_ = 0;
multi_obj_data_t data;
data.memPtr = memPtr;
data.task_id = task_id;
data.objs = std::move(taskid_to_obj[task_id]);
data.id = gid_++;
results.emplace_back(std::move(data));
LOG_TRACE("{} {} snap_frame_interval:{}", task_id.c_str(), (int)algorithm_type_t::VEHICLE_SNAPSHOT, snap_frame_interval);
}
}
idx++;
}
return results;
}
void snapshot_reprocessing::screen_effective_snapshot(vector<onelevel_det_result> &_onelevel_det_result){
map<string, algor_open_config_param> algor_param = m_task_param_manager->get_task_algor_params();
for (auto det_result : _onelevel_det_result)
{
int effective_count = 0;
int effective_idx = 0;
string taskid = det_result.task_id;
det_objinfo *tmp_det_objinfo =det_result.obj;
for (int c = 0; c < det_result.obj_count; c++)
{
// if (algor_index_table["human"].find(tmp_det_objinfo[c].index) != algor_index_table["human"].end()
// && (!algor_param[taskid].human_algors.empty() || !algor_param[taskid].human_face_algors.empty())) // 此处行人和人脸存在耦合,若同一路任务配置了人脸没有配置行人,存抓拍图时会出错
if (algor_index_table["human"].find(tmp_det_objinfo[c].index) != algor_index_table["human"].end()
&& (!algor_param[taskid].human_algors.empty())) // modified by zsh 220714
{
tmp_det_objinfo[effective_idx++] = tmp_det_objinfo[c];
effective_count++;
}
if (algor_index_table["nonmotor_vehicle"].find(tmp_det_objinfo[c].index) != algor_index_table["nonmotor_vehicle"].end()
&& !algor_param[taskid].nonmotor_vehicle_algors.empty())
{
tmp_det_objinfo[effective_idx++] = tmp_det_objinfo[c];
effective_count++;
}
if (algor_index_table["vehicle"].find(tmp_det_objinfo[c].index) != algor_index_table["vehicle"].end()
&& !algor_param[taskid].vehicle_algors.empty())
{
tmp_det_objinfo[effective_idx++] = tmp_det_objinfo[c];
effective_count++;
}
}
det_result.obj_count = effective_count;
}
}
void snapshot_reprocessing::filter_vehicle(vector<onelevel_det_result> &_onelevel_det_result){
map<string, algor_open_config_param> algor_param = m_task_param_manager->get_task_algor_params();
for (auto det_result : _onelevel_det_result){
string taskid = det_result.task_id;
int effective_count = 0;
int effective_idx = 0;
det_objinfo *tmp_det_objinfo = det_result.obj;
for (int c = 0; c < det_result.obj_count; c++)
{
if (algor_index_table["vehicle"].find(tmp_det_objinfo[c].index) != algor_index_table["vehicle"].end()
&& !algor_param[taskid].vehicle_algors.empty())
{
tmp_det_objinfo[effective_idx++] = tmp_det_objinfo[c];
effective_count++;
}
}
det_result.obj_count = effective_count;
}
}
/* 获取人车物目标快照图 */
void snapshot_reprocessing::update_bestsnapshot(vector<DeviceMemory*> vec_devMem, vector<onelevel_det_result> &ol_det_result, vector<vector<int>>& delete_object_id){
map<string, algor_open_config_param> && algor_config_param = m_task_param_manager->get_task_algor_params();
map<string, map<algo_type, task_param_manager::algo_param_type_t_*>> && algor_param = m_task_param_manager->get_task_other_params();
VPCUtil* pVpcUtil = VPCUtil::getInstance();
for (size_t i = 0; i < vec_devMem.size(); i++){
onelevel_det_result det_result = ol_det_result[i];
if (0 == det_result.obj_count){
continue;
}
DeviceMemory* memPtr = vec_devMem[i];
string task_id = memPtr->getId();
int frame_height = memPtr->getHeight();
int frame_width = memPtr->getWidth();
vector<video_object_info> vec_obj_info;
for (int c = 0; c < det_result.obj_count; c++){
det_objinfo obj_info = det_result.obj[c];
OBJ_KEY new_obj = { task_id, obj_info.id };
int index = 0;
/* 投票确定目标index */
if (total_snapshot_info.find(new_obj) == total_snapshot_info.end()){
index = obj_info.index;
} else {
index = total_snapshot_info[new_obj].index.index;
}
int cur_real_width = (obj_info.right - obj_info.left);
int cur_real_height = (obj_info.bottom - obj_info.top);
int cur_real_index = obj_info.index;
int expansion_width = cur_real_width * EXPANSION_PROPORTION;
int expansion_height = cur_real_height * EXPANSION_PROPORTION;
// DEBUG-----------------------------------------------------------------
// 0-行人 1-自行车 2-摩托车 3-三轮车 4-小型车 5-大车 6-卡车 7-拖拉机 8-中巴
if(index ==0 || index ==1 || index ==2 || index ==3) { //行人和非机动车外扩指定像素即可
expansion_width = 10;
expansion_height = 10;
}
/* 若该目标第一次出现 */
if (total_snapshot_info.find(new_obj) == total_snapshot_info.end())
{
/* manager insert new object. */
/* 判断目标合法 */
algorithm_type_t algor_type;
if (index ==0) algor_type = algorithm_type_t::HUMAN_SNAPSHOT;
if (index ==1 || index ==2 || index ==3) algor_type = algorithm_type_t::NONMOTOR_VEHICLE_SNAPSHOT;
if (index ==4 || index ==5 || index ==6 || index ==7 || index ==8) algor_type = algorithm_type_t::VEHICLE_SNAPSHOT;
if (!(algor_config_param.count(task_id) && algor_param.count(task_id) && algor_param[task_id].count(algor_type)))
continue;
task_param_manager::algo_param_type_t_* cur_task_params = algor_param[task_id][algor_type];
if (!snapshot_legal_inarea(cur_task_params->basic_param->algor_valid_rect,obj_info.left, obj_info.top, obj_info.right, obj_info.bottom)){
continue;
}
if(!snapshot_legal_minarea(index, cur_real_width, cur_real_height)){
continue;
}
/* 存入当前抠图目标参数 flags用于判断目标从画面什么位置出现 方便之后排除出画面边缘的快照图 */
total_snapshot_info[new_obj].index.count++;
total_snapshot_info[new_obj].index.index = cur_real_index;
total_snapshot_info[new_obj].confidence = obj_info.confidence;
total_snapshot_info[new_obj].flags[0] = obj_info.left < minDistance[0] + SCALE_OUT ? 0 : 1; //left
total_snapshot_info[new_obj].flags[1] = obj_info.top < minDistance[1] + SCALE_OUT ? 0 : 1; //top
total_snapshot_info[new_obj].flags[2] = obj_info.right > frame_width - minDistance[2] - SCALE_OUT ? 0 : 1; //right
total_snapshot_info[new_obj].flags[3] = obj_info.bottom > frame_height - minDistance[3] - SCALE_OUT ? 0 : 1; //bottom
int cur_left = max(obj_info.left - 10, 0);
int cur_top = max(obj_info.top - 10, 0);
int cur_right = min(obj_info.right + 10, frame_width - 1);
int cur_bottom = min(obj_info.bottom + 10, frame_height - 1);
total_snapshot_info[new_obj].obj_pos = { cur_left, cur_top, cur_right - cur_left, cur_bottom - cur_top }; //debug by zsh 推出的坐标外扩10像素
total_snapshot_info[new_obj].last_area = total_snapshot_info[new_obj].max_area = (cur_right - cur_left) * (cur_bottom - cur_top);
video_object_info info;
info.left = max(obj_info.left - expansion_width, 0);
info.top = max(obj_info.top - expansion_height, 0);
info.right = min(obj_info.right + expansion_width, frame_width - 1);
info.bottom = min(obj_info.bottom + expansion_height, frame_height - 1);
strcpy(info.task_id, task_id.c_str());
info.object_id = obj_info.id;
info.confidence = obj_info.confidence;
info.index = index;
vec_obj_info.push_back(info);
} else {
total_snapshot_info[new_obj].last_area = (obj_info.right - obj_info.left) * (obj_info.bottom - obj_info.top);
algorithm_type_t algor_type;
if (index ==0) algor_type = algorithm_type_t::HUMAN_SNAPSHOT;
if (index ==1 || index ==2 || index ==3) algor_type = algorithm_type_t::NONMOTOR_VEHICLE_SNAPSHOT;
if (index ==4 || index ==5 || index ==6 || index ==7 || index ==8) algor_type = algorithm_type_t::VEHICLE_SNAPSHOT;
if (!(algor_config_param.count(task_id) && algor_param.count(task_id) && algor_param[task_id].count(algor_type)))
continue;
task_param_manager::algo_param_type_t_* cur_task_params = algor_param[task_id][algor_type];
if (!snapshot_legal_inarea(cur_task_params->basic_param->algor_valid_rect,obj_info.left, obj_info.top, obj_info.right, obj_info.bottom))
continue;
//---------------------------------------------------------------
if (!best_snapshot_judge_algor(new_obj, total_snapshot_info[new_obj], obj_info.left, obj_info.top,
cur_real_width, cur_real_height, frame_width, frame_height))
{
continue;
}
/* 若更优于之前的快照 做快照的更新 */
if (total_snapshot_info[new_obj].index.count == 0)
{
total_snapshot_info[new_obj].index.count++;
total_snapshot_info[new_obj].index.index = cur_real_index;
}
else
{
if (total_snapshot_info[new_obj].index.index == cur_real_index)
total_snapshot_info[new_obj].index.count++;
else
total_snapshot_info[new_obj].index.count--;
}
int cur_left = max(obj_info.left - 10, 0);
int cur_top = max(obj_info.top - 10, 0);
int cur_right = min(obj_info.right + 10, frame_width - 1);
int cur_bottom = min(obj_info.bottom + 10, frame_height - 1);
total_snapshot_info[new_obj].obj_pos = { cur_left, cur_top, cur_right - cur_left, cur_bottom - cur_top }; //debug by zsh 推出的坐标外扩10像素
total_snapshot_info[new_obj].last_area = total_snapshot_info[new_obj].max_area = (cur_right - cur_left) * (cur_bottom - cur_top);
video_object_info info;
info.left = max(obj_info.left - expansion_width, 0);
info.top = max(obj_info.top - expansion_height, 0);
info.right = min(obj_info.right + expansion_width, frame_width - 1);
info.bottom = min(obj_info.bottom + expansion_height, frame_height - 1);
strcpy(info.task_id, task_id.c_str());
info.object_id = obj_info.id;
info.confidence = obj_info.confidence;
info.index = index;
vec_obj_info.push_back(info);
}
}
vector<vpc_img_info> imgList = pVpcUtil->crop_batch(memPtr, vec_obj_info);
vec_obj_info.clear();
for (size_t i = 0; i < imgList.size(); i++) {
vpc_img_info obj_info = imgList[i];
OBJ_KEY objKey = { obj_info.task_id, obj_info.object_id };
VPCUtil::vpc_img_release(total_snapshot_info[objKey].snapShot);
total_snapshot_info[objKey].snapShot = VPCUtil::vpc_devMem2vpcImg(memPtr);
VPCUtil::vpc_img_release(total_snapshot_info[objKey].snapShotLittle);
total_snapshot_info[objKey].snapShotLittle = obj_info;
}
imgList.clear();
}
}
map<OBJ_KEY, OBJ_VALUE> snapshot_reprocessing::get_total_snapshot_info(){
return total_snapshot_info;
}
/* 快照判定辅助函数 */
bool snapshot_reprocessing::best_snapshot_judge_algor(const OBJ_KEY& obj_key, const OBJ_VALUE& obj_value, int left, int top, int width, int height, int image_width, int image_height)
{
return snapshot_legal_pos(obj_value.flags, left, top, left + width, top + height, image_width, image_height)
&& snapshot_legal_minarea(obj_value.index.index, width, height)
&& snapshot_legal_inarea(width, height)
&& snapshot_legal_area(obj_value.max_area, obj_value.last_area, left, top, left + width, top + height);
return true;
}
/* 删除指定快照 清空资源占用(使用场景:任务结束删除该路任务所有缓存快照;目标轨迹结束,分析保存完,删除该目标快照缓存)*/
void snapshot_reprocessing::release_finished_locus_snapshot(const string taskid, const int obj_id, bool bRelease)
{
LOG_DEBUG("[info] task_id {} delete obj_id {}", taskid, obj_id); //221026
if (obj_id != -1)
{
OBJ_KEY cur_key = { taskid , obj_id };
auto it = total_snapshot_info.find(cur_key);
if (it == total_snapshot_info.end()){
return;
}
if (bRelease){
OBJ_VALUE ss = total_snapshot_info[cur_key];
VPCUtil::vpc_img_release(ss.snapShot);
VPCUtil::vpc_img_release(ss.snapShotLittle);
}
total_snapshot_info.erase(cur_key);
return;
}
for(auto ss = total_snapshot_info.begin(); ss != total_snapshot_info.end(); ss++)
{
if (strcmp(ss->first.video_id.c_str(), taskid.c_str()) == 0)
{
if (bRelease){
VPCUtil::vpc_img_release(ss->second.snapShot);
VPCUtil::vpc_img_release(ss->second.snapShotLittle);
}
total_snapshot_info.erase(ss);
}
}
}