how to import lstm net in opencv?

asked 2019-07-16 23:06:38 -0500

System information (version) OpenCV => 4.1 Operating System / Platform => Windows 64 Bit Compiler => Visual Studio 2015 Detailed description: I want to use LSTM network to classify sequence data in OpenCV, but I have seen many tutorials are image classification. The general way is to use Imread to read the image first, use blobFromImage/blobFromImages to convert the image to blob, then pass the blob. Into the network forward. My problem is that the LSTM network input is not an image, it is a sequence of data, 1024*nImages variable size input data, how to pass into the network for forward?

I have trained the LSTM network in matlab and successfully exported it to the onnx model. The LSTM network input is sequence characteristic data of 1024*nImages, and the output is 8 categories.An example of a similar classification problem is here. My model network structure can be seen here: [] But I don't know how to use LSTM network in opencv, that is, I don't know how to input data format to LSTM?

edit retag flag offensive close merge delete