The most popular version of Linux Mint is the Cinnamon edition. Cinnamon is primarily developed for and by Linux Mint. It is slick, beautiful, and full of new features.
sudo apt install ffmpegthumbnailer
Then cleaned up the directory like this:
rm -r ~/.cache/thumbnails/fail