Hello I'm currently working on yolov5 with openvino using c++, I got this error
Unhandled exception thrown: write access violation. blob_data was 0x11102E62ECB8182
the type of blob_data is float* and also had this message in the output
Exception thrown at 0x00007FFF03654ED9 in ylov5_openvino.exe: Microsoft C++ exception: InferenceEngine::NotImplemented at memory location 0x000000BF095FBEC0
I used try{} catch{} but it didn't solve my issue! any help please ? Here's my code :
bool Detector::init(string xml_path,double cof_threshold,double nms_area_threshold){
_xml_path = xml_path;
_cof_threshold = cof_threshold;
_nms_area_threshold = nms_area_threshold;
Core ie;
auto cnnNetwork = ie.ReadNetwork(_xml_path);
InputsDataMap inputInfo(cnnNetwork.getInputsInfo());
InputInfo::Ptr& input = inputInfo.begin()->second;
_input_name = inputInfo.begin()->first;
input->setPrecision(Precision::FP32);
input->getInputData()->setLayout(Layout::NCHW);
ICNNNetwork::InputShapes inputShapes = cnnNetwork.getInputShapes();
SizeVector& inSizeVector = inputShapes.begin()->second;
cnnNetwork.reshape(inputShapes);
_outputinfo = OutputsDataMap(cnnNetwork.getOutputsInfo());
for (auto &output : _outputinfo) {
output.second->setPrecision(Precision::FP32);
}
//_network = ie.LoadNetwork(cnnNetwork, "GPU");
_network = ie.LoadNetwork(cnnNetwork, "CPU");
return true;
}
bool Detector::uninit(){
return true;
}
bool Detector::process_frame(Mat& inframe,vector<Object>& detected_objects){
if(inframe.empty()){
cout << "Invalid picture input" << endl;
return false;
}
resize(inframe,inframe,Size(640,640));
cvtColor(inframe,inframe,COLOR_BGR2RGB);
size_t img_size = 640*640;
//InferRequest infer_request = _network.CreateInferRequest();
InferenceEngine::InferRequest infer_request = _network.CreateInferRequest();
//InferRequest::Ptr infer_request = _network.CreateInferRequestPtr();
Blob::Ptr frameBlob = infer_request.GetBlob(_input_name);
InferenceEngine::LockedMemory<void> blobMapped = InferenceEngine::as<InferenceEngine::MemoryBlob>(frameBlob)->wmap();
float* blob_data = blobMapped.as<float*>();
//nchw
for(size_t row =0;row<640;row++){
for(size_t col=0;col<640;col++){
for(size_t ch =0;ch<3;ch++){
blob_data[img_size*ch + row*640 + col] = float (inframe.at<Vec3b>(row,col)[ch])/255.0f;
}
}
}
Thanks in advance.
