[Discussion]How do you guys view the huge datasets stored on a server?

So I am working on an image based deep learning project where the data is stored on an Amazon server and all the training is also being done there itself. However, I need to look at the training images to get better feel of the data. I think this must be a common situation in professional settings. How do you guys got about it? Is there a better method than having to download the data to my system?