I am trying to use transfer learning with semantic segmentation to classify 960x720x3 images. I am using matlab on my surface with 8GB RAM and a build in GPU. When I try to run the code I get the message that the memory is not sufficient. To resolve the issue I thought about using PCA on my pixel data but I only found a comparable example that used parallel computing.
Therefore I would like to ask if there are any other solutions to reduce the memory cost of my code or if there is any way to get acces to more memory via matlab? (perhaps something like cloud computing)