title: Reading images from sub hard drive for tensorflow
body: <p>I want to run a tensorflow script that will read a large number of images. However, the images will not fit on my local disk drive so I am storing them on a remote usb drive. </p>
  
  <p>I'm wondering how I will be able to read the images from the usb drive and use them to train my model if the images will not fit on my local hard drive? Will I need to read the images from the usb drive "batch_size" at a time? Or can I just read all of the images at once from the usb drive and divide them into batches as I normally would if they were stored on my local hard drive? </p>