Training CNN with cutout

how to train CNN with cutout on matlab?

I want to randomly pad zeros of a specific rectangular area for the mini-butch training image.

All learning data can be read into memory.

If you have a good idea please tell me.

Answer 1

[Kenta]

Yes, you can find the implementation of cutout here.

https://jp.mathworks.com/matlabcentral/fileexchange/75863-cnn-classification-using-random-erasing-cut-out

Moreover, you can enjoy mixup, too.

https://jp.mathworks.com/matlabcentral/fileexchange/76415-image-classification-using-cnn-with-mixup-data-augmentation