Uploading my collected images to AWS

I would like to train the model for lesson 1 homework to classify trees (palm and almond) using my own data from an UAV. How can I get my dataset (>10,000 images, RGB + NIR, 32x32px) up to the AWS instance? Can I pass a path on my machine to the untar-data function? Is there anybody out there with their own data set? What did you do?

FileZilla seems to do the job just great!!