HumanCarAnalysis.cpp
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#include "HumanCarAnalysis.h"
HumanCarAnalysis::HumanCarAnalysis(/* args */)
{
}
HumanCarAnalysis::~HumanCarAnalysis()
{
release();
}
int HumanCarAnalysis::init(int devId){
ACL_CALL(aclrtCreateContext(&ctx, devId), SY_SUCCESS, SY_FAILED);
ACL_CALL(aclrtSetCurrentContext(ctx), SY_SUCCESS, SY_FAILED);
hcp_param param;
param.modelNames = "./models/hcp/hcp211008_310p.om";
param.devId = devId;
cout << "hcp_init start " << endl;
int ret = hcp_init(&m_handle, param);
if (ret != 0) {
return -1;
}
cout << "hcp_init success " << endl;
return SY_SUCCESS;
}
std::vector<HumanCarResult> HumanCarAnalysis::detect(vector<sy_img> vec_img){
std::vector<HumanCarResult> vec_result;
const int batchsize = vec_img.size();
hcp_analysis_result * results = new hcp_analysis_result[batchsize];
int ret = SY_FAILED;
do
{
ret = aclrtSetCurrentContext(ctx);
if (SY_SUCCESS != ret) {
printf("aclrtSetCurrentContext failed!");
break;
}
ret = hcp_batch(m_handle, vec_img.data(), batchsize, results);
if (SY_SUCCESS != ret) {
printf("hcp_batch failed!");
break;
}
for(int batchIdx = 0;batchIdx<batchsize;batchIdx++){
HumanCarResult one_result;
one_result.head = results[batchIdx].res_objs[0].res_index;
one_result.head_prob = results[batchIdx].res_objs[0].res_prob;
one_result.eye = results[batchIdx].res_objs[1].res_index;
one_result.eye_prob = results[batchIdx].res_objs[1].res_prob;
one_result.mouth = results[batchIdx].res_objs[2].res_index;
one_result.mouth_prob = results[batchIdx].res_objs[2].res_prob;
one_result.weibo = results[batchIdx].res_objs[3].res_index;
one_result.weibo_prob = results[batchIdx].res_objs[3].res_prob;
one_result.up_wear = results[batchIdx].res_objs[4].res_index;
one_result.up_wear_prob = results[batchIdx].res_objs[4].res_prob;
one_result.up_color = results[batchIdx].res_objs[5].res_index;
one_result.up_color_prob = results[batchIdx].res_objs[5].res_prob;
one_result.up_tex = results[batchIdx].res_objs[6].res_index;
one_result.up_tex_prob = results[batchIdx].res_objs[6].res_prob;
one_result.bag = results[batchIdx].res_objs[7].res_index;
one_result.bag_prob = results[batchIdx].res_objs[7].res_prob;
one_result.sex = results[batchIdx].res_objs[8].res_index;
one_result.sex_prob = results[batchIdx].res_objs[8].res_prob;
one_result.age = results[batchIdx].res_objs[9].res_index;
one_result.age_prob = results[batchIdx].res_objs[9].res_prob;
one_result.carColor = results[batchIdx].res_objs[10].res_index;
one_result.carColor_prob = results[batchIdx].res_objs[10].res_prob;
one_result.orient = results[batchIdx].res_objs[11].res_index;
one_result.orient_prob = results[batchIdx].res_objs[11].res_prob;
one_result.dasan = results[batchIdx].res_objs[12].res_index;
one_result.dasan_prob = results[batchIdx].res_objs[12].res_prob;
one_result.take = results[batchIdx].res_objs[13].res_index;
one_result.take_prob = results[batchIdx].res_objs[13].res_prob;
vec_result.push_back(one_result);
}
} while (0);
if (results) {
delete [] results;
}
return vec_result;
}
int HumanCarAnalysis::release() {
ACL_CALL(aclrtSetCurrentContext(ctx), SY_SUCCESS, SY_FAILED);
if (m_handle) {
hcp_release(&m_handle);
}
if(ctx){
aclrtDestroyContext(ctx);
ctx = nullptr;
}
return SY_SUCCESS;
}