Trying to install Fedora Silverblue, media check keeps failing at around 4%, what am I doing wrong?

I am trying to boot Fedora Silverblue onto my laptop VIA a USB drive and I keep getting

[FAILED] Failed to start checkisomd5@dev-sdb.service - Media check on /dev/sdb.
dracut-initqueue: Job for checkisomd5@dev-sdb.service failed because the control process exited with error code.
dracut-initqueue: See "systemct1 status checkisomd5@dev-sdb.service" and "journalct1 -xeu checkisomd5@dev-sdb.service" for details
dracut: FATAL: CD check failed!
dracut: Refusing to continue

I tried running the ISO I downloaded directly on a VM through VBox and it worked fine, any clue why I keep getting this error?