Convolutional Neural Network for a web app?

Is it possible to build a web-app based on a CNN built and trained in MatLab?

Answer 1

[Jaimin]

Hi @Beril Sirmacek

Yes, it is possible to build a web application based on a Convolutional Neural Network (CNN) that is built and trained in MATLAB.

Here is a general approach to achieve this:

• Use MATLAB's Deep Learning Toolbox to design, train, and evaluate your CNN model.
• Save your trained model using MATLAB's "save" function, typically in a ".mat" file.
• If you want to integrate the model into a web application, you may need to export it to a format that can be used outside MATLAB. MATLAB provides options to export models to ONNX or other formats, which can then be used in other environments.
• You can now incorporate your model into a web application.

For more information kindly refer following MathWorks documentation.

save: https://www.mathworks.com/help/matlab/ref/save.html

CNN: https://www.mathworks.com/help/deeplearning/ug/introduction-to-convolutional-neural-networks.html

exportONNXnetwork: https://www.mathworks.com/help/deeplearning/ref/exportonnxnetwork.html

Thanks!