justasbart / yolov8_cpp_inference_opencv_onnx Goto Github PK

View Code? Open in Web Editor NEW

87.0 87.0 14.0 60.35 MB

CMake 5.66% C++ 92.67% Shell 1.67%

yolov8_cpp_inference_opencv_onnx's People

Contributors

Stargazers

Watchers

Forkers

seokhochang limpbot rahuldee sjyoondeltar jjerry-k ajithkumarmcw ledinhtuyen goga1992 namlp198 zelohon 4gcms-aibox fory2k jack-klusmann gds0321

yolov8_cpp_inference_opencv_onnx's Issues

The inference results do not match the expectations.

Hi, @JustasBart
I am using [https://github.com/JustasBart/yolov8_CPP_Inference_OpenCV_ONNX] for compilation and encountering the following issues during runtime:
The observed results are inconsistent with expectations.

During the inference process, only the maxClassScore value for the target object is normal, while other variables (x, z, w, h) are all 0.

Environment Information

Operating System: Ubuntu 20.04.5 LTS
Compiler Version: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
Dependencies: opencv4.8.0 cuda 11

"I suspect that the issue is caused by the version of OpenCV. Could you please provide the version of OpenCV?
Thank you for your assistance!

Hello! I'm having trouble running the program

Below is my program table output. Can you help me to see what the problem is! Thank you very much!
`[ INFO:[email protected]] global onnx_importer.cpp:830 cv::dnn::dnn4_v20221220::ONNXImporter::populateNet DNN/ONNX: loading ONNX v7 model produced by 'pytorch':2.0.1. Number of nodes = 259, initializers = 127, inputs = 1, outputs = 1
[ INFO:[email protected]] global onnx_importer.cpp:724 cv::dnn::dnn4_v20221220::ONNXImporter::parseOperatorSet DNN/ONNX: ONNX opset version = 12
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.2/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.2/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.2/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.3/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.3/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.3/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.4/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.4/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.1/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.1/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.1/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.1/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.1/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.1/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.4/m.1/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Concat]:(onnx_node!/model.4/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.5/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.5/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.5/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.6/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.6/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.1/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.1/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.1/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.1/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.1/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.1/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.6/m.1/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Concat]:(onnx_node!/model.6/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.7/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.7/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.7/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.8/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.8/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.8/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.9/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.9/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.9/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [MaxPool]:(onnx_node!/model.9/m/MaxPool) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [MaxPool]:(onnx_node!/model.9/m_1/MaxPool) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [MaxPool]:(onnx_node!/model.9/m_2/MaxPool) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Concat]:(onnx_node!/model.9/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.9/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.9/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.9/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.10/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.10/Constant_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Resize]:(onnx_node!/model.10/Resize) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.11/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.12/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.12/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.13/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.13/Constant_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Resize]:(onnx_node!/model.13/Resize) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.14/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.15/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.15/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.16/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.16/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.16/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.17/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.18/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.18/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.19/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.19/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.19/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.20/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.21/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.21/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.0/cv2.0.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.0/cv2.0.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.0/cv2.0.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.0/cv2.0.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.0/cv2.0.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.0/cv2.0.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.0/cv2.0.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.0/cv3.0.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.0/cv3.0.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.0/cv3.0.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.0/cv3.0.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.0/cv3.0.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.0/cv3.0.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.0/cv3.0.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.1/cv2.1.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.1/cv2.1.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.1/cv2.1.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.1/cv2.1.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.1/cv2.1.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.1/cv2.1.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.1/cv2.1.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.1/cv3.1.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.1/cv3.1.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.1/cv3.1.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.1/cv3.1.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.1/cv3.1.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.1/cv3.1.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.1/cv3.1.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.2/cv2.2.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.2/cv2.2.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.2/cv2.2.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.2/cv2.2.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.2/cv2.2.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.2/cv2.2.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.2/cv2.2.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.2/cv3.2.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.2/cv3.2.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.2/cv3.2.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.2/cv3.2.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.2/cv3.2.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.2/cv3.2.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.2/cv3.2.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/Reshape) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/Reshape_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/Reshape_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_3) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 2 outputs: [Split]:(onnx_node!/model.22/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/dfl/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/dfl/Reshape) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Transpose]:(onnx_node!/model.22/dfl/Transpose) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Softmax]:(onnx_node!/model.22/dfl/Softmax) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Transpose]:(onnx_node!/model.22/dfl/Transpose_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/dfl/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/dfl/Constant_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/dfl/Reshape_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Shape]:(onnx_node!/model.22/Shape) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_3) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Gather]:(onnx_node!/model.22/Gather) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_4) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_5) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.22/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_6) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Div]:(onnx_node!/model.22/Div) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_7) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Slice]:(onnx_node!/model.22/Slice) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_8) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/Mul_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Slice]:(onnx_node!/model.22/Slice_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_9) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Sub]:(onnx_node!/model.22/Sub) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_10) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.22/Add_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.22/Add_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_11) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Div]:(onnx_node!/model.22/Div_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Sub]:(onnx_node!/model.22/Sub_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_4) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_12) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/Mul_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_5) from domain='ai.onnx'

Running on CPU
[ INFO:[email protected]] global registry_parallel.impl.hpp:96 cv::parallel::ParallelBackendRegistry::ParallelBackendRegistry core(parallel): Enabled backends(3, sorted by priority): ONETBB(1000); TBB(990); OPENMP(980)
[ INFO:[email protected]] global plugin_loader.impl.hpp:67 cv::plugin::impl::DynamicLib::libraryLoad load C:\Windows\SYSTEM32\opencv_core_parallel_onetbb470_64d.dll => FAILED
[ INFO:[email protected]] global plugin_loader.impl.hpp:67 cv::plugin::impl::DynamicLib::libraryLoad load opencv_core_parallel_onetbb470_64d.dll => FAILED
[ INFO:[email protected]] global plugin_loader.impl.hpp:67 cv::plugin::impl::DynamicLib::libraryLoad load C:\Windows\SYSTEM32\opencv_core_parallel_tbb470_64d.dll => FAILED
[ INFO:[email protected]] global plugin_loader.impl.hpp:67 cv::plugin::impl::DynamicLib::libraryLoad load opencv_core_parallel_tbb470_64d.dll => FAILED
[ INFO:[email protected]] global plugin_loader.impl.hpp:67 cv::plugin::impl::DynamicLib::libraryLoad load C:\Windows\SYSTEM32\opencv_core_parallel_openmp470_64d.dll => FAILED
[ INFO:[email protected]] global plugin_loader.impl.hpp:67 cv::plugin::impl::DynamicLib::libraryLoad load opencv_core_parallel_openmp470_64d.dll => FAILED`

Yolov8 Segment

Does this code work for Yolov8 instance segmentation? Or there is another version for instance segmentation available? Thanks.

分类

您好请问有分类C++的代码吗？

With the same code content, the yolov5s.onnx model you provided can run normally, but the yolov8s.onnx model runs incorrectly.

Here is the result of running the yolov5s.onnx model, it succeeded.

Please note! I did not modify any part of the code except this part in main.cpp.
After I changed it to your sources/models/yolov8s.onnx, after recompiling, the following problems occurred:

I am now wondering whether it is a problem of divergence in the reasoning of these two models in your code

fatal error C1083:

hellow @JustasBart
i was trying to build your code with visual studio 2017
But the C1083: error occurred. it said "'getopt.h': No such file or directory"
i did install getopt.h file from 'exefile.com' but result was same.
Didn't you have this problem?

Issue running example

When I try to run the example, I get this error.
Running on CUDA
[ WARN:0] global ./modules/dnn/src/dnn.cpp (1447) setUpNet DNN module was not built with CUDA backend; switching to CPU
terminate called after throwing an instance of 'cv::Exception'
what(): OpenCV(4.5.4) ./modules/dnn/include/opencv2/dnn/shape_utils.hpp:170: error: (-215:Assertion failed) start <= (int)shape.size() && end <= (int)shape.size() && start <= end in function 'total'

Aborted (core dumped)

vector subscript out of range

There is a error when I run it.

Can't detect the objects in release mode using CPU device

Hi, @JustasBart
I test the code and found issue when compiling the code in RELEASE mode , I change "bool runOnGPU = false;" , no objects were detected in picture 'bus.jpg' using yolov8s.onnx and just one object was detected in yolov5s.onnx.
But in DEBUG mode all objects were detected perfectly!!

yolov8s.onnx

yolov5s.onnx

I compile opencv4.7 from source following this:

PC Environment:
-Windows11 Pro 64bit
-CUDA11.6.2
-CUDNN8.4.1
-Vistual Studio 2022 Enterprise
-OpenCV4.7 with cuda
-Qt5.15.9

Could you give some advise on the issue? thanks!

Inference failed running Yolov8CPPInference failed

Environment:
VMware® Workstation 15 Pro+ubuntu18.04
OpenCV(4.6.0)
!CUDA

obt@ubuntu:~/workspace/NNF/yolov8_CPP_Inference_OpenCV_ONNX/build$ ./Yolov8CPPInference
terminate called after throwing an instance of 'cv::Exception'
what(): OpenCV(4.6.0) /home/obt/workspace/opencv-4.6.0/modules/dnn/src/onnx/onnx_importer.cpp:255: error: (-5:Bad argument) Can't read ONNX file: /home/.../yolov8_CPP_Inference_OpenCV_ONNX/source/models/yolov8s.onnx in function 'ONNXImporter'

Aborted (core dumped)

False detections on YOLOv8

I'm working on a similiar project just like you and successfully run yolov5s(ref: https://learnopencv.com/object-detection-using-yolov5-and-opencv-dnn-in-c-and-python/) on my project, hence I've a model in yolov8, yet I couldn't make it work. I though I made the normalization mistake, so I've tried your repository with your images and your model (I've them too) and I got the same results with your project.

Here's the output of the terminal: $ ./Yolov8CPPInference

Running on CUDA
Number of detections:1
Number of detections:1

and the output images are:

I'd like to get your attention on the colored lines located at the top left areas of the images.

There is an error reported in net.forward(output, net.getUnconnectedOutLayersNames())

Hi, I have the following problem when loading the model you gave me for yolov8s.onnx.
[ERROR:[email protected]] global C:\build\master_winpack-build-win64-vc15\opencv\modules\dnn\src\dnn.cpp (3875) cv::dnn::dnn4_v20211220::Net::Impl::getLayerShapesRecursively OPENCV/DNN: [Reshape]:(390): getMemoryShapes() throws exception. inputs=1 outputs=1/1 blobs=0 [ERROR:[email protected]] global C:\build\master_winpack-build-win64-vc15\opencv\modules\dnn\src\dnn.cpp (3878) cv::dnn::dnn4_v20211220::Net::Impl::getLayerShapesRecursively input[0] = [ 1 64 8400 ] [ERROR:[email protected]] global C:\build\master_winpack-build-win64-vc15\opencv\modules\dnn\src\dnn.cpp (3882) cv::dnn::dnn4_v20211220::Net::Impl::getLayerShapesRecursively output[0] = [ ] [ERROR:[email protected]] global C:\build\master_winpack-build-win64-vc15\opencv\modules\dnn\src\dnn.cpp (3888) cv::dnn::dnn4_v20211220::Net::Impl::getLayerShapesRecursively Exception message: OpenCV(4.5.5) C:\build\master_winpack-build-win64-vc15\opencv\modules\dnn\src\layers\reshape_layer.cpp:107: error: (-215:Assertion failed) total(srcShape, srcRange.start, srcRange.end) == maskTotal in function 'cv::dnn::computeShapeByReshapeMask'
After many attempts, I suspect that it is a problem with opencv, what is the version of opencv?
In addition, if cuda is used, there is an error reported
[ WARN:[email protected]] global C:\build\master_winpack-build-win64-vc15\opencv\modules\dnn\src\dnn.cpp (1483) cv::dnn::dnn4_v20211220::Net::Impl::setUpNet DNN module was not built with CUDA backend; switching to CPU.
So please ask if you have encountered any corresponding problems?

WIN10+opencv4.7.0 compiled successfully, but failed to run.

Thank you for your contribution. My environment is
win10,
cuda11.2+cudnn8.2+tensorrrt8.4.2.4,
python3.8,
using the latest ultralys8.0.49,
using the official yolov8n.pt,
using torch1.13.1+cu117 , onnx=1.13.1, onnxruntime - gpu=1.13.1
exporting the onnx command as
yolo task=detect mode=export model=yolov8n. pt format=onnx imgsz=640 batch=1.
Compilation succeeded, but an error was encountered while loading the exported model.
net = cv::dnn::readNetFromONNX(modelPath);
This code reports an error.

[ INFO:[email protected]] global onnx_importer.cpp:830 cv::dnn::dnn4_v20221220::ONNXImporter::populateNet DNN/ONNX: loading ONNX v8 model produced by 'pytorch':1.13.1. Number of nodes = 261, initializers = 127, inputs = 1, outputs = 1
[ INFO:[email protected]] global onnx_importer.cpp:724 cv::dnn::dnn4_v20221220::ONNXImporter::parseOperatorSet DNN/ONNX: ONNX opset version = 17
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!Constant_9) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.2/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.2/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.2/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.2/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.2/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.2/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.3/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.3/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.3/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!Constant_28) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.4/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.4/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.1/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.1/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.1/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/m.1/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/m.1/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/m.1/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.4/m.1/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Concat]:(onnx_node!/model.4/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.4/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.4/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.4/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.5/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.5/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.5/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!Constant_54) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.6/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.6/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.1/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.1/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.1/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/m.1/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/m.1/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/m.1/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.6/m.1/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Concat]:(onnx_node!/model.6/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.6/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.6/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.6/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.7/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.7/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.7/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!Constant_80) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.8/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Add]:(onnx_node!/model.8/m.0/Add) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.8/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.8/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.8/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.8/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.9/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.9/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.9/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [MaxPool]:(onnx_node!/model.9/m/MaxPool) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [MaxPool]:(onnx_node!/model.9/m_1/MaxPool) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [MaxPool]:(onnx_node!/model.9/m_2/MaxPool) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 4 inputs and 1 outputs: [Concat]:(onnx_node!/model.9/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.9/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.9/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.9/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.10/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Resize]:(onnx_node!/model.10/Resize) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.11/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.12/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.12/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.12/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.12/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.12/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.13/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Resize]:(onnx_node!/model.13/Resize) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.14/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.15/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.15/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.15/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.15/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.15/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.16/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.16/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.16/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.17/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.18/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.18/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.18/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.18/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.18/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.19/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.19/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.19/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.20/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.21/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/m.0/cv1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/m.0/cv1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/m.0/cv1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/m.0/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/m.0/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/m.0/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.21/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.21/cv2/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.21/cv2/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.21/cv2/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.0/cv2.0.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.0/cv2.0.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.0/cv2.0.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.0/cv2.0.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.0/cv2.0.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.0/cv2.0.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.0/cv2.0.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.0/cv3.0.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.0/cv3.0.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.0/cv3.0.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.0/cv3.0.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.0/cv3.0.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.0/cv3.0.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.0/cv3.0.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.1/cv2.1.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.1/cv2.1.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.1/cv2.1.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.1/cv2.1.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.1/cv2.1.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.1/cv2.1.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.1/cv2.1.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.1/cv3.1.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.1/cv3.1.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.1/cv3.1.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.1/cv3.1.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.1/cv3.1.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.1/cv3.1.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.1/cv3.1.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.2/cv2.2.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.2/cv2.2.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.2/cv2.2.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.2/cv2.2.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv2.2/cv2.2.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv2.2/cv2.2.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv2.2/cv2.2.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.2/cv3.2.0/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.2/cv3.2.0/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.2/cv3.2.0/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.2/cv3.2.1/conv/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 1 inputs and 1 outputs: [Sigmoid]:(onnx_node!/model.22/cv3.2/cv3.2.1/act/Sigmoid) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Mul]:(onnx_node!/model.22/cv3.2/cv3.2.1/act/Mul) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Conv]:(onnx_node!/model.22/cv3.2/cv3.2.2/Conv) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/Constant_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/Reshape) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/Reshape_1) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/Reshape_2) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 3 inputs and 1 outputs: [Concat]:(onnx_node!/model.22/Concat_3) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!Constant_225) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 2 outputs: [Split]:(onnx_node!/model.22/Split) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 0 inputs and 1 outputs: [Constant]:(onnx_node!/model.22/dfl/Constant) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:996 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/dfl/Reshape) from domain='ai.onnx'
OpenCV(4.7.0-dev) Error: Assertion failed (total(srcShape, srcRange.start, srcRange.end) == maskTotal) in cv::dnn::computeShapeByReshapeMask, file C:\GHA-OCV-2\_work\ci-gha-workflow\ci-gha-workflow\opencv\modules\dnn\src\layers\reshape_layer.cpp, line 109
[ERROR:[email protected]] global onnx_importer.cpp:1054 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode DNN/ONNX: ERROR during processing node with 2 inputs and 1 outputs: [Reshape]:(onnx_node!/model.22/dfl/Reshape) from domain='ai.onnx'
[ INFO:[email protected]] global onnx_importer.cpp:1058 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode     Input[0] = '/model.22/Split_output_0'
[ INFO:[email protected]] global onnx_importer.cpp:1058 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode     Input[1] = '/model.22/dfl/Constant_output_0'
[ INFO:[email protected]] global onnx_importer.cpp:1062 cv::dnn::dnn4_v20221220::ONNXImporter::handleNode     Output[0] = '/model.22/dfl/Reshape_output_0'
OpenCV(4.7.0-dev) Error: Unspecified error (> Node [[email protected]]:(onnx_node!/model.22/dfl/Reshape) parse error: OpenCV(4.7.0-dev) C:\GHA-OCV-2\_work\ci-gha-workflow\ci-gha-workflow\opencv\modules\dnn\src\layers\reshape_layer.cpp:109: error: (-215:Assertion failed) total(srcShape, srcRange.start, srcRange.end) == maskTotal in function 'cv::dnn::computeShapeByReshapeMask'
> ) in cv::dnn::dnn4_v20221220::ONNXImporter::handleNode, file C:\GHA-OCV-2\_work\ci-gha-workflow\ci-gha-workflow\opencv\modules\dnn\src\onnx\onnx_importer.cpp, line 1073

Is the instruction that I export onnx incorrect, or do I need to compile opencv470 with onnx?
Can you provide the onnx file generated by your export?

opencv exception error while doing net.forward()

Hey,
Thank you for your work, it's very informative to understand the output difference between yolov5 and yolov8.
However, i got this opencv error while using yolov8s.onnx:

terminate called after throwing an instance of 'cv::Exception' what(): OpenCV(4.6.0) /home/theo/Documents/opencv-4.6.0/modules/dnn/include/opencv2/dnn/shape_utils.hpp:170: error: (-215:Assertion failed) start <= (int)shape.size() && end <= (int)shape.size() && start <= end in function 'total'

this happens with net.forward(). I have searched a lot and someone says upgrade opencv version might resolve this problem. So I upgraded opencv version from 4.5.2 to 4.6.0, but I still got this error.

What's your opencv version to run your code successfully?
Thanks,
Théo

Different result in GPU and CPU

I encountered a strange problem. When I used CPU inference, the target detection results were normal, but when using GPU inference, the value of the rectangular box was always 0. The following picture is some output results.

CPU------------------------
15.4942
10.9904
28.4492
21.8784
1.05563e-06
7.57292e-06
5.72447e-06
9.91832e-07
1.85078e-06
1.1658e-05
1.65918e-06
6.30653e-06
6.4014e-07
1.87825e-05
4.37726e-05
1.48732e-06
5.1716e-07
6.61814e-06
3.76562e-06
5.7292e-06
2.79151e-06
8.98612e-06
6.7496e-06
1.34859e-05
27.2795
18.3552
47.5041
36.4909
1.28477e-05
8.72497e-05
8.37334e-05
2.93544e-06
0.00010424
0.000239199
8.42577e-05
8.20403e-05
3.92749e-05
0.0021232
0.00377457
1.47905e-05
1.82489e-05
0.000125664
0.000192699
0.000101505
2.09434e-05
0.000147003
0.00015937
0.000245364
32.9373
17.1653
54.0406
34.1962
2.88635e-05
0.000185051
0.000352726
3.86845e-06
9.93938e-05
0.000557964
8.13861e-05
0.000152232
2.74135e-05
0.00207775
0.00553999
2.82415e-05
9.67243e-06
0.000288354
0.000105202
0.0002281
5.08929e-05
0.000230567
0.000377558
0.000580006
34.3088
9.65056
56.38
19.1634
3.70653e-05
0.000154907
0.00033968
2.77421e-06
3.21735e-05
0.000230979
9.60374e-05
0.000251595
2.00272e-05
0.00288773
0.00344727
2.51078e-05
6.84874e-06
0.000232294
0.000118372
0.000387914
8.13358e-05
0.000362214
0.000203485
0.000643455
34.8979
6.66919
57.944
13.2521

----GPU----
0
0
0
0
1.05565e-06
7.57309e-06
5.72462e-06
9.91844e-07
1.85088e-06
1.16583e-05
1.65927e-06
6.30673e-06
6.40172e-07
1.87837e-05
4.37749e-05
1.48735e-06
5.17181e-07
6.61831e-06
3.76581e-06
5.72936e-06
2.79159e-06
8.9864e-06
6.74976e-06
1.34862e-05
0
0
0
0
1.28477e-05
8.72495e-05
8.37339e-05
2.93543e-06
0.000104239
0.000239198
8.42571e-05
8.20412e-05
3.92745e-05
0.00212321
0.00377459
1.47904e-05
1.82486e-05
0.000125664
0.000192698
0.000101506
2.09435e-05
0.000147004
0.00015937
0.000245366
0
0
0
0
2.88634e-05
0.000185051
0.000352728
3.86845e-06
9.93927e-05
0.000557965
8.13854e-05
0.000152233
2.74133e-05
0.00207776
0.00553999
2.82414e-05
9.67232e-06
0.000288354
0.000105201
0.0002281
5.08929e-05
0.000230567
0.00037756
0.000580011
0
0
0
0
3.70648e-05
0.000154906
0.000339678
2.77419e-06
3.21732e-05
0.000230977
9.60363e-05
0.000251594
2.00271e-05
0.00288773
0.00344728
2.51076e-05
6.84868e-06
0.000232292
0.000118372
0.000387911
8.1335e-05
0.000362212
0.000203484
0.000643453
0
0
0
0

My environment is：
VS2022+OPENCV4.8.1

hope you help me, it's really a great project

YOLOv8 output

Hi, I am having hard time understanding how you handle YOLOv8 outouts. How do you get the class id and the confidence from the output of YOLOv8, which is something like (batchSize, 84, 8400)?

Bounding Box

Just wondering if i might have a library incompatibility with this project. Im running opencv 4.7.0-dev. When i mkdi, cmake .. , make then run. The project will run but all of the bounding boxes are in the top left corner as a line. is there something else that I should be doing or is this just a library issue? There are not errors when building.
when i print out the float x,y,w,h they print 0

libtorch version of cpp inference

Hi, is there a libtorch version of cpp inference. If it is not too different from that version which should be better to change from? Looking forward to your reply.

Yolov8 model inference problem with GPU ( net.forward() )

Hello,

I'm currently using your code inside a ROS2 node and i'm doing inference with yolov8. It seems that i have a problem with the forward fucntion. When i use CUDA BACKEND the output of forward give me the right size but the data are always 0 where i have normal value when i run it on CPU.

std::vector<cv::Mat> outputs;
net.forward(outputs, net.getUnconnectedOutLayersNames());

int rows = outputs[0].size[1];
int dimensions = outputs[0].size[2];

std::cout << rows << " / " << dimensions << " / " << *(float *)outputs[0].data << std::endl;

Those are screenshots while running my code with CPU and GPU.