Codes are adapted from Deep Learning With Python by Chollet
Files under the folder: code to download more images from imagenet's website http://image-net.org/index
code to reorganize files under a folder
code to train a convnet from scratch
code to finetune a covnet
sources: setting up deeplearning instance: https://aws.amazon.com/getting-started/tutorials/get-started-dlami/ copy files/folders between local environment and AWS instances: https://stackoverflow.com/questions/9330309/how-to-copy-entire-folder-from-amazon-ec2-linux-instance-to-local-linux-machine https://www.youtube.com/watch?v=GFTsU_XRXEg
$ ssh -i xxx.pem ubuntu@xxx.amazonaws.com