PicAnalysis.cpp
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#include "PicAnalysis.h"
#include "./utils/logger.hpp"
#define AUTHORIZATION
#define productSN "C7C1FF4EDEF1452F8BBEC8B36EAECEC0" //linux 农村一体机图片版 产品序列号
PicAnalysis::PicAnalysis(/* args */)
{
aclInit(nullptr);
}
PicAnalysis::~PicAnalysis()
{
LOG_INFO("~PicAnalysis()");
release();
aclFinalize();
}
int PicAnalysis::init(VillageParam param) {
string log_path = param.log_path + "/main.log";
set_default_logger(LogLevel(param.log_level), "PicAnalysis", log_path.c_str(), param.log_mem, param.log_days);
// 输入参数
LOG_INFO("dev_id: {}", param.dev_id);
LOG_INFO("sdk_path: {}", param.sdk_path);
LOG_INFO("log_level: {}", param.log_level);
LOG_INFO("log_days: {}", param.log_days);
LOG_INFO("log_path: {}", log_path);
LOG_INFO("编译时间:{} {}", __DATE__, __TIME__);
LOG_INFO("execute dir:{}", helpers::PathUtils::GetCmdDir());
int dev_id = param.dev_id;
int ret = SY_FAILED;
#ifndef AUTHORIZATION
if (!CheckTime()) { //时间限制
LOG_ERROR("CheckTime failed.");
return -106 ;
}
#else
if (!CheckLabel(dev_id)) { //机器授权
LOG_ERROR("CheckLabel failed.");
return -106 ;
}
#endif
VehicleAnalysisParam vehicle_analysis_param;
vehicle_analysis_param.devId = dev_id;
vehicle_analysis_param.sdk_root = param.sdk_path;
vehicle_analysis_param.max_batch_size = 16;
ret = m_vehicle_analysis.init(vehicle_analysis_param);
if(0 != ret){
return -1;
}
head_tail_param ht_param;
ht_param.devId = dev_id;
ht_param.max_batch = 16;
ht_param.sdk_root = param.sdk_path;
ret = m_head_tail_algorithm.init(ht_param);
if(0 != ret){
return -1;
}
ret = m_clothes_algorithm.init(dev_id, param.sdk_path);
if(0 != ret){
return -1;
}
ret = m_human_algorithm.init(dev_id, param.sdk_path);
if(0 != ret){
return -1;
}
ret = m_human_car_algorithm.init(dev_id, param.sdk_path);
if(0 != ret){
return -1;
}
ret = m_motor_rainshed_algorithm.init(dev_id, param.sdk_path);
if(0 != ret){
return -1;
}
ret = m_motor_phone_algorithm.init(dev_id, param.sdk_path);
if(0 != ret){
return -1;
}
ret = m_road_seg_algorithm.init(dev_id, param.sdk_path);
if(0 != ret){
return -1;
}
ret = m_crop_util.init(dev_id);
if(0 != ret){
return -1;
}
ACL_CALL(aclrtCreateContext(&m_ctx, 0), ACL_SUCCESS, SY_FAILED);
ACL_CALL(aclrtSetCurrentContext(m_ctx), ACL_SUCCESS, SY_FAILED);
ACL_CALL(aclrtCreateStream(&stream), ACL_SUCCESS, SY_FAILED);
m_dvpp = new DvppProcess();
m_dvpp->InitResource(stream);
return 0;
}
vector<AnalysisResult> PicAnalysis::analysis_file(vector<string> vec_file_path){
vector<AnalysisResult> result;
int ret = aclrtSetCurrentContext(m_ctx);
if (SY_SUCCESS != ret) {
printf("aclrtSetCurrentContext failed!");
return result;
}
const int batch_size = vec_file_path.size();
vector<sy_img> vec_img;
// ImageData 内部是智能指针,分析未处理完成前不得释放
ImageData dvpp_data[batch_size];
for (size_t i = 0; i < vec_file_path.size(); i++)
{
string file_path = vec_file_path[i];
ImageData src;
ret = Utils::ReadImageFile(src, file_path); //将二进制图像读入内存,并读取宽高信息
if(ret != SY_SUCCESS){
LOG_ERROR("ReadImageFile failed!");
return result;
}
ret = m_dvpp->CvtJpegToYuv420sp(dvpp_data[i], src); //解码
if(ret != SY_SUCCESS){
LOG_ERROR("CvtJpegToYuv420sp failed!");
return result;
}
sy_img img;
img.w_ = dvpp_data[i].width;
img.h_ = dvpp_data[i].height;
img.data_ = dvpp_data[i].data.get();
vec_img.push_back(img);
}
return analysis_img(vec_img);
}
vector<AnalysisResult> PicAnalysis::analysis_img(vector<sy_img> vec_img){
std::lock_guard<std::mutex> l(m_single_mtx);
vector<AnalysisResult> vec_result;
#ifndef AUTHORIZATION
if (!CheckTime()) { //时间限制
LOG_FATAL("authority failed!");
return vec_result;
}
#else
if (check_label == -1) { //机器授权
LOG_FATAL("authority failed!");
return vec_result;
}
if (!UpdateLabel()) {
LOG_FATAL("authority failed!");
return vec_result;
}
#endif
LOG_INFO("vec_img size:{}", vec_img.size());
const int batch_size = vec_img.size();
int ret = aclrtSetCurrentContext(m_ctx);
if (SY_SUCCESS != ret) {
LOG_INFO("aclrtSetCurrentContext failed!");
return vec_result;
}
vec_result = m_vehicle_analysis.detect(vec_img);
LOG_INFO("vec_result size:{}", vec_result.size());
bool bConsistent = false;
std::vector<RoadInfo> vec_road = m_road_seg_algorithm.detect(vec_img);
if (vec_road.size() == batch_size && vec_result.size() == batch_size) {
bConsistent = true;
for (size_t i = 0; i < batch_size; i++) {
vec_result[i].vec_line = vec_road[i].vec_line;
vec_result[i].vec_road = vec_road[i].vec_road;
}
}
for (int b = 0; b < vec_result.size(); b++)
{
vector<VehicleInfo>& vec_info = vec_result[b].info;
RoadInfo road_info;
if (bConsistent) {
road_info = vec_road[b];
}
sy_img img = vec_img[b];
ImageData src;
src.width = img.w_;
src.height = img.h_;
src.alignWidth = ALIGN_UP16(img.w_);
src.alignHeight = ALIGN_UP2(img.h_);
src.size = YUV420SP_SIZE(src.alignWidth, src.alignHeight);
src.data_naked = img.data_;
for(int c=0;c<vec_info.size();c++)
{
VehicleInfo& result_info = vec_info[c];
int shot_type=result_info.type;
sy_rect vehicle_rect = result_info.vehicle_body_detect_res.rect;
if (road_info.vec_direct.size() > 0 && (1 == shot_type || 0 == shot_type)) {
result_info.reverse_driving = m_road_seg_algorithm.check_reverse_driving(road_info.vec_direct, vehicle_rect, src.width, src.height, shot_type);
}
// 行人
if (0 == result_info.vpt_type)
{
ImageData* human_data = m_crop_util.crop(src, vehicle_rect.left_, vehicle_rect.top_, vehicle_rect.left_ + vehicle_rect.width_, vehicle_rect.top_ + vehicle_rect.height_);
sy_img img;
img.w_ = human_data->alignWidth;
img.h_ = human_data->alignHeight;
img.data_ = human_data->data_naked;
vector<sy_img> vec_human_img;
vec_human_img.push_back(img);
vector<BodyColorInfo> vec_body_color = m_human_algorithm.detect(vec_human_img);
result_info.human_upper_color = vec_body_color[0].upper_body_color;
result_info.human_lower_color = vec_body_color[0].lower_body_color;
delete human_data;
human_data = nullptr;
} else if(result_info.vpt_type == 1 || result_info.vpt_type == 2 || result_info.vpt_type == 3){
if(result_info.manned_res.hs_count >= 3){
// 摩托车、三轮车载人
result_info.motor_manned = 1;
}
} else {
ImageData* vehicle_data = m_crop_util.crop(src, vehicle_rect.left_, vehicle_rect.top_, vehicle_rect.left_ + vehicle_rect.width_, vehicle_rect.top_ + vehicle_rect.height_);
sy_img img;
img.w_ = vehicle_data->alignWidth;
img.h_ = vehicle_data->alignHeight;
img.data_ = vehicle_data->data_naked;
vector<sy_img> vec_vehicle_img;
vec_vehicle_img.push_back(img);
vector<HeadTailResult> head_tail_result;
ret = m_head_tail_algorithm.detect(vec_vehicle_img, head_tail_result);
if (0 != ret) {
LOG_ERROR("m_head_tail_algorithm failed!");
head_tail_result.clear();
} else {
auto one_ht_result = head_tail_result[0];
if(result_info.vpt_type == 6 || result_info.vpt_type == 7){
if (one_ht_result.cls == 0 && result_info.manned_res.hs_count > 0)
{ // 车尾,判断是否 货车尾部货厢载人
result_info.truck_manned = 1;
}
}
}
delete vehicle_data;
vehicle_data = nullptr;
}
// 司乘
auto& pendant_res = result_info.vehicle_pendant_det_res;
int vpd_num = pendant_res.size();
vector<sy_img> vec_human_img;
vector<ImageData*> vec_data;
for(int p=0; p<vpd_num; p++)
{
int index = pendant_res[p].index;
if(index == 0){ //driver
sy_rect human_rect = pendant_res[p].rect;
ImageData* human_data = m_crop_util.crop(src, human_rect.left_, human_rect.top_, human_rect.left_ + human_rect.width_, human_rect.top_ + human_rect.height_);
sy_img img;
img.w_ = human_data->alignWidth;
img.h_ = human_data->alignHeight;
img.data_ = human_data->data_naked;
vec_human_img.push_back(img);
vec_data.push_back(human_data);
}
}
vector<int> vec_color = m_clothes_algorithm.detect(vec_human_img);
for(int p=0; p<vec_color.size(); p++)
{
int index = pendant_res[p].index;
if(index == 0) { // 更新司乘衣着颜色
pendant_res[p].iColor = vec_color[p];
ImageData* human_data = vec_data[p];
delete human_data;
human_data = nullptr;
}
}
// 摩托车
if(shot_type==2)//摩托车
{
ImageData* motor_data = m_crop_util.crop(src, vehicle_rect.left_, vehicle_rect.top_, vehicle_rect.left_ + vehicle_rect.width_, vehicle_rect.top_ + vehicle_rect.height_);
sy_img img;
img.w_ = motor_data->alignWidth;
img.h_ = motor_data->alignHeight;
img.data_ = motor_data->data_naked;
vector<sy_img> vec_motor_img;
vec_motor_img.push_back(img);
vector<MotorRainshedResult> vec_rainshed_result = m_motor_rainshed_algorithm.detect(vec_motor_img);
if (vec_rainshed_result.size() > 0) {
result_info.rainshed = vec_rainshed_result[0].rainshed;
result_info.rainshed_prob = vec_rainshed_result[0].prob;
}
vector<MotorPhoneResult> vec_phone_result = m_motor_phone_algorithm.detect(vec_motor_img);
if (vec_phone_result.size() > 0) {
result_info.phoning = vec_phone_result[0].phoning;
result_info.phoning_prob = vec_phone_result[0].prob;
}
int iColor = -1;
std::vector<HumanCarResult> vec_hcp_result = m_human_car_algorithm.detect(vec_motor_img);
if (vec_hcp_result.size() > 0 && road_info.vec_direct.size() > 0) {
int head_or_tail = vec_hcp_result[0].orient;
if (head_or_tail == 0 || head_or_tail == 1) {
result_info.reverse_driving = m_road_seg_algorithm.check_reverse_driving(road_info.vec_direct, vehicle_rect, src.width, src.height, head_or_tail);
}
iColor = vec_hcp_result[0].up_color;
}
int hs_num = result_info.manned_res.hs_count;
for (size_t i = 0; i < hs_num; i++)
{
pendant_info one_pendant;
one_pendant.confidence = result_info.manned_res.hs_rect[i].score;
one_pendant.rect = result_info.manned_res.hs_rect[i].rect;
one_pendant.index = 0;
one_pendant.iColor = iColor;
result_info.vehicle_pendant_det_res.push_back(one_pendant);
}
delete motor_data;
motor_data = nullptr;
}
//压黄实线
result_info.cross_line = m_road_seg_algorithm.check_cross_line(road_info.vec_line, vehicle_rect, src.width, src.height);
// 压导流线
result_info.cross_diversion_line = m_road_seg_algorithm.check_cross_region(road_info.vec_road, vehicle_rect, src.width, src.height, 3); //3是导流线区域
}
}
LOG_INFO("analysis finished!");
return vec_result;
}
int PicAnalysis::release() {
ACL_CALL(aclrtSetCurrentContext(m_ctx), ACL_SUCCESS, SY_FAILED);
delete m_dvpp;
m_dvpp = nullptr;
if (stream != nullptr) {
int ret = aclrtDestroyStream(stream);
if (ret != ACL_SUCCESS) {
LOG_ERROR("destroy stream failed");
}
stream = nullptr;
}
aclrtDestroyContext(m_ctx);
return 0;
}
bool PicAnalysis::CheckLabel(int devId) {
const char *token_password = "village_atlas_arm_2023";
std::string guid = std::string("village_atlas_arm")+std::to_string(devId);
atlas_licence_param lic_param;
memset(&lic_param, 0, sizeof(atlas_licence_param));
sprintf(lic_param.product_id, "%s", productSN);
sprintf(lic_param.guid, "%s",guid.c_str());
sprintf(lic_param.token_pwd, "%s", token_password);
lic_param.channel_num = 1;
atlas_licence_token param_token;
memset(¶m_token, 0, sizeof(atlas_licence_token));
int result = atlas_licence_connect(&(skt_handle), lic_param, ¶m_token);
//printf("result:%d,code:%d,msg:%s \n", result, param_token.code, param_token.msg);
//printf("token:%s\n", param_token.token);
std::string recv_token = std::string(param_token.token);
//atlas_licence_check_param check_param;
memset(&(check_param), 0, sizeof(atlas_licence_check_param));
sprintf(check_param.token_pwd, "%s", token_password);
sprintf(check_param.time, "%s", "2023-01-10 20:00:00");
sprintf(check_param.token, "%s", recv_token .c_str());
check_param.consume = 2;
//授权check------------
check_label = -1;//初始值
std::cout << "sy_licence_check start." << std::endl;
atlas_licence_check_result check_result;
memset(&check_result, 0, sizeof(atlas_licence_check_result));
check_result.code = -1;
int res = atlas_licence_check(skt_handle, check_param, &check_result);
if(res!=0) {
std::cout << "sy_licence_check failed." << std::endl;
return false;
}
//std::cout << "code:" << check_result.code << ",msg:" << check_result.msg << std::endl;
if(check_result.code!=0) {
std::cout << "code:" << check_result.code << ",msg:" << check_result.msg << std::endl;
return false;
}
std::cout << "sy_licence_check end." << std::endl;
check_label = 0;//授权成功
return true;
}
bool PicAnalysis::UpdateLabel() {
//获取系统时间,每个月1号check一次授权
struct tm* info;
int nYear, nMonth, nDay;
time_t raw;
time(&raw);
info = localtime(&raw);
nYear = info->tm_year + 1900;
nMonth = info->tm_mon + 1;
nDay = info->tm_mday;
if(nDay==1) {
if(check_label ==0) {
LOG_INFO("atlas_licence_check start.");
atlas_licence_check_result check_result;
memset(&check_result, 0, sizeof(atlas_licence_check_result));
check_result.code = -1;
int res = atlas_licence_check(skt_handle, check_param, &check_result);
if(res!=0) {
LOG_FATAL("sy_licence_check failed.");
return false;
}
if(check_result.code!=0) {
check_label = -1;
LOG_FATAL("atlas_licence_check code:{}, msg:{}",check_result.code, check_result.msg);
return false;
}
LOG_INFO("atlas_licence_check end.");
check_label =1;
}
}
else {
check_label =0;
}
return true;
}
bool PicAnalysis::CheckTime() {
struct tm* info;
int nYear, nMonth, nDay;
time_t raw;
time(&raw);
info = localtime(&raw);
nYear = info->tm_year + 1900;
nMonth = info->tm_mon + 1;
nDay = info->tm_mday;
if (nYear == 2025 && (nMonth <= 11 || (nMonth <= 12 && nDay <= 31))){
return true;
} else {
return false;
}
}