MATLAB: ImageInputLayer normalization problem matlab

Question

Hi everyone

can you help me use this function in matlab?

i am using imageInputLayer(imageSize,'Normalization','zscore') in training network

but i dont know how to implement this function in my own code.

i use these function to do the same thing with imageInputLayer(imageSize,'Normalization','zscore')

1. x = (x-mean(x))./std(x);

2. x = normalize(x,'zscore');

can you tell me is this correct?

thank you

Answer 1

Hi what you are doing is correct but I will not recommend this method. Kindly have a look at the following example and see how how its implemented inside a model.

https://in.mathworks.com/help/deeplearning/ug/train-residual-network-for-image-classification.html

Also you can start with Deep Learning Onramp which is free and will give you all basics you need to know for building and testing and applying models.