Hello Eline,
It appears that you want to train AlexNet on your own dataset but are facing an error with the images.
The error message states that not all images in your training dataset are of the same size. AlexNet requires all input images to be of size 227x227x3.
I suggest you to use the ‘augmentedImageDatastore’ to automatically resize the images from ‘imageDatastore’ to the required size for AlexNet. Include the below mentioned lines of code and use the ‘augmentedTrain’ with your ‘trainNetwork’ function.
inputSize = [227 227];
augmentedTrain = augmentedImageDatastore(inputSize, train);
I also can see some minor issues in the code that you’ve shared. In the ‘trainingOptions’ function, you have given the option name as ‘Maxepoch’. The correct name is ‘MaxEpochs’. Also, The way you are extracting layers from net is incorrect (using net(2:end-3)). The correct way is to use net.Layers(2:end-3).
I hope you will be able to proceed with your work with the help of these suggestions.
