how to train Alexnet from scratch (without transfer learning)?

how to train Alexnet from scratch as the loaded one is pretrained.

I need to compare with the performance on imagenet.

Are there demos or scripts for creating Alexnet or Inception net but not just by loading?

Answer 1

[Santhosh A V]

Hi Jack Xiao

You can refer the below link for training a network from scratch in MATLAB.

https://in.mathworks.com/help/deeplearning/ref/trainnetwork.html

Thanks

Santhosh

[Jack Xiao]

Thank you, good demo. maybe the key is how to create the network by hand.

Are there any demos for creating alexnet, inception net or resnet using scripts but not just by loading?

[Santhosh A V]

Hi Jack Xiao

You can refer to below link for training a network on CIFAR-10 data.

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

or watch a video below

https://in.mathworks.com/videos/training-a-neural-network-from-scratch-with-matlab-1492008542195.html

Thanks

Santhosh