multiple input network with two pictures

i got multyple input network with the same size using deep network desighegher when i trying to train the network ,i have 2 picture input but i get this error ,the sizes are same ,so its wierd

Answer 1

[Milan Bansal]

Hi,

I understand that you are facing an error while working with Multiple-Input Network in which two images are being used as input.

The error is due to a mismatch in the size of the second input image. The "imageInputLayer" expects an image of size (255 × 255 × 3) for the second image but the datastore returns an image of size (225 × 225 × 3).

Kindly change the "inputSize" argument of "imageInputLayer" to (225 × 225 × 3) for the second image to resolve the issue.

    imageInputLayer(inputSize = [225 225 3])

Refer to the documentation link to learn more about "imageInputLayer".

https://www.mathworks.com/help/deeplearning/ref/nnet.cnn.layer.imageinputlayer.html

Refer to documentation to learn more about Multiple-Input and Multiple-Output Networks.

https://www.mathworks.com/help/deeplearning/ug/multiple-input-and-multiple-output-networks.html

Hope it helps!