Do I get to access the photos and videos that are uploaded?

You can download the photos/videos from the link that is provided in the exported file of the entrants under Analytics tab. 

Also, you can download the photos/videos by using the download button available for each photo/video under Prescreen Entries / Invalid Entries / Valid Entries in the Moderate section.